This is the first article in the series of articles on "Creating a Neural Network From Scratch in Python". * Creating a Neural Network from Scratch in Python * Creating a Neural Network from Scratch in Python: Adding Hidden Layers [https://stackabuse.com/creating-a-neural-network-from-scratch-in-python-adding-hidden-layers/] * Creating a Neural Network from Scratch in Python: Multi-class Classification [/creating-a-neural-network-from-scratch-in-python-multi-class-classification/] Int

Discover lexsokolin's collection, Neural networks

In January 2020, the BBC listed developments in the application of neural networks, ranging from facial recognition to language translation.  Whilst these applications have surfaced in the twenty-first century, the technology underpinning Machine Learning has taken decades of research with plenty of highs and lows along the way.  This article outlines the long journey from …

We often touch 3D-style web design, they look cool. Simultaneously, it is very interesting. I admire this technique very much, however…

This AI can transform any of your pictures into an accurate representation with a Disney animated movie character style!

“Deepfakes Series” is published by Jonathan Hui.

A compilation of interesting tools and frameworks

How AI and machine learning can support spacecraft docking.

Being a front end developer is a challenging job. Whether you’re a beginner or an experienced developer, there are always ways you can improve and raise the quality of your work. You need to be willing to put in the time and effort to learn and improve the skill. Begin to build good habits like proper planning and even learning when to say no. Here are seven tips that will make you a better front end developer. 

An explanation of ES modules by the exact specification and the node module resolution algorithm.

A tutorial on creating a JS template engine with parsing and precompilation.

There have been many cases of web application failures due to high incoming traffic. These are mainly due to…

Where Is My Cache? Architectural Patterns for Caching Microservices — embedded, distributed, client-server, cloud

Long ago, humans developed a counting system based on 10's for a very good reason. We have 10 fingers! We always have a "handy" way to keep track of things.

a telescope in orbit around the Earth that looks at objects in space in a special type of light called X-rays — can be fascinating, informative, and beautiful. These images show our Universe in a way we could never see directly with human eyes. But the information that is eventually converted into images actually arrives at the Chandra X-ray Center in Cambridge (USA) as a stream of 1’s and 0’s that only a computer could understand. Fortunately, many people have worked hard to develop steps to process the data using software and technical know-how to convert them into something that humans can use and admire.

Using data from NASA's Chandra X-ray Observatory and other satellites on exploded stars, star-forming regions, and black holes, you'll learn basic coding. By following the video tutorials below, you will see just how integral coding is in the pursuit of learning about our Universe. It's an example of the exciting ways that computer science is both part of routine tasks in our every day lives and part of the exciting quest to explore the cosmos.

An autonomous car is a vehicle capable of sensing its environment and operating without human involvement. A human passenger is not required to take control of the vehicle at any time, nor is a human passenger required to be present in the vehicle at all. An autonomous car can go anywhere a traditional car goes and do everything that an experienced human driver does.

System Design Basics for Interviews | Interview PrepYou need to get that dream job you have been dreaming for since we don’t know how many years.Even if you’...

The Fashion-MNIST clothing classification problem is a new standard dataset used in computer vision and deep learning. Although the dataset is relatively simple, it can be used as the basis for learning and practicing how to develop, evaluate, and use deep convolutional neural networks for image classification from scratch. This includes how to develop a […]

Talk to your web app and allow it to respond to you

Ideas are validated before launching to the public to minimize the risk of creating something people don't need or isn't willing to pay for.

Check out Wisecrack! - https://goo.gl/BS1M28The Philosophy of One-Punch Man - https://www.youtube.com/watch?v=EQB6ctBXNzsThug Notes: The Hitchhiker’s Guide t...

A guide to contributing to open source. Contribute to freeCodeCamp/how-to-contribute-to-open-source development by creating an account on GitHub.

Note from Author(Dhruv Kothari):- Hello readers! This article is part-1 of Must Know C++ tips and tricks for Competitive Programming. All…

Using deep learning magic for computer vision

How to add reliability in your distributed systems? Do you want higher uptime? How to handle multiple services and integrations? How to integrate with 3rd pa...

In this video we are going learn everything required to get started with OpenCV in Python. We will be using Python since it is one of the most popular progra...

Summary Welcome to the web developer roadmap for 2021, Why did I make this roadmap? Well,...

Since 2011, we have been undergoing the Fourth Industrial Revolution, which is commonly shortened to Industry 4.0. Set to shape the future, Industry 4.0 is enhancing interconnectivity around the globe. As a result, it's likely our future will consist of automation and optimized manufacturing. However, data intelligence may provide a way for businesses to stay ahead.

GitSheet a cheatsheet that's lived in my notepad for too long Add existing loca...

Here I have hand-picked some of the most useful code snippets from 30 seconds of code. It’s an awesome resource, go ahead and show it some love.

Hi, my name is Doug. I’ve been a developer for several years and now work as the Lead Engineer at Sha...

The parallax effect creates a greater perception of depth, making movement appear more dynamic. It is...

If you know me, you might’ve noticed I created a new blog with Ghost. My old WordPress blog is just 2 months old, it’s still up, but I’m thinking to redirect the traffic from that blog to my new Ghost blog.

It's just amazing what one can build by combining web technology with creativity. Everything you are...

The 21st century is a century of digital citizens as technology has become the most important aspect of our lives. Having the knowledge of programming has become more of a necessity than an option and similar to the growing craze of coding, Ethical hacking has also become extremely popular these days. Everyone wants to become a hacker today especially the youth, but the truth is that hacking and becoming a hacker is not as easy as it is shown in numerous sci-fi movies, in-fact it takes years of practice and programming to become an Ethical hacking expert. There are several Programming languages used for Ethical hacking/ Whitehat hacking that are used extensively.

Customer feedback is great. But have you been able to turn that feedback into meaningful customer insights? A few years back, brands depended on surveys to gauge customers’ feelings about how their products were performing.  

These helpful tips will change the way you work with the popular version control system....

Application deployment comprises the steps, processes, and activities required to make an application or update available for its intended users. The manner in which you deploy an application matters a great deal as it impacts how quickly your product will respond to changes, and the quality of these changes. Today, most software developers deploy updates, patches, and new applications via a combination of manual, automated, and cloud-based processes, although, manual application deployment is being phased out.

Learn the basics of JavaScript, CSS, and HTML from Azure Advocates in this free online curriculum

To say that Kubernetes uses a bit of YAML is like saying that a few people put some of their code on GitHub – accurate, but severely understated.

I first heard you could get a free Virtual Private Server instance on the Google Compute Engine from...

The starting point of building a successful computer vision application is the model. Computer vision model training can be time-consuming and challenging if one doesn’t have a background in data science. Nonetheless, it is a requirement for customized applications.

If you are thinking about starting a blog one of the first decisions you have to make is where to hos...

This article on face recognition datasets is one of my best-performing articles I wrote originally on Lionbridge AI. I'm happy to share it with the Hacker Noon community!

I have talked to many Android developers, and most of them are excited about Kotlin. So am I. When I just started learning Kotlin, I was solving Kotlin Koans, and along with other great features, I was impressed with the power of functions for performing operations on collections. Since then, I spent three years writing Kotlin code but rarely utilised all the potential of the language.

The shorthand techniques of any programming language help you to write more clean and optimized code. Shorthand techniques improve…

Chrome extensions are small HTML, CSS and JavaScript apps that we can install in the chrome browser....

If you already have some programming experience and you’re interested in learning React Native, there are a few methods that are faster than the traditional route of learning. Most tutorials, books and courses are targeted towards non-programmers, wasting your time with the basics. But if you have programming experience, here’s how to learn React Native practically in a fraction of the time.

When you start learning about frontend and gain some knowledge to develop simple webpages, you might...

Building an awesome editor for your React-based web application is by no means easy. But with SlateJS things get much easier. Even with the help of Slate, building a full-featured editor is way more work than we can cover in one blog post, so this post will give you the big picture and subsequent posts will dive into the dirty details.

Introduction

Every developer needs resources! Whether you are just starting learning the most popular JavaScript l...

In this tutorial, you’re going to learn how to extract all links from a given website or URL using BeautifulSoup and requests.

I wanted to write up some thoughts and a quick tutorial on one of my favorite development tools, Stor...

Application deployment comprises the steps, processes, and activities required to make an application...

Hooks came and took the React community by the storm. It’s been a while since their initial release,...

Learning React can be challenging in the first few weeks. Getting to know how to use props when to us...

Introduction In this post, we will answer the following 5 questions: Why do we need...

Introduction The ability to upload files is a key requirement for many web and mobile appl...

In this post, I am going to show you common sorting algorithms and provide their implementation in py...

Nowadays in our busy schedules and tight deadlines, it's critical to choose tools that increase produ...

Get a quick intro on what OAuth 2.0 is and how signing in with OAuth 2.0 works — explained in simple terms using Google Sign In as an…

Best Scalable React App Architecture 2020 Today I will show you how I built a Best Scalable Architecture for ReactJS Applications. First, have a look at my dir

Let’s talk about deploying an Azure Static Web App running Blazor and Azure Functions.

Happy to announce the next npm major release!

When I was learning to code, I wanted to make open-source contributions, but I had no idea whe...

Here’s how we’re celebrating open source this month — and how you can join us!

Deploy a microservices architecture on Azure Kubernetes Service (AKS)

Jay Gordon (@jaydestro) joins Donovan Brown (@donovanbrown) to show how to build a containerized React application and deploy it to production with Azure Kub...

Follow me on Twitter, happy to take your suggestions on topics or improvements /Chris Kubernetes is...

Deploy a microservices architecture on Azure Kubernetes Service (AKS)

Jay Gordon (@jaydestro) joins Donovan Brown (@donovanbrown) to show how to build a containerized React application and deploy it to production with Azure Kub...

Follow me on Twitter, happy to take your suggestions on topics or improvements /Chris Kubernetes is...

I have seen lots of people are asking questions like W"which is the best editor tool in Python?" The answer is different for different users but most frequently people use PyCharm. The reasons are as below:

Background story I have been learning React JS in the last two weeks(including this week)...

Software development is a challenging and lucrative career option. Our daily utility items — light bulbs, televisions, cars, banking, shopping — everything is driven by intelligent pieces of codes.

Introduction Unlike many other programming languages, JavaScript's way of handling data co...

Problem solving — technologists do it differently.™ I asked 5 top Hacker Noon Contributors to share their secret problem-solving frameworks, so that we can all learn to think like devs, during a time when troubleshooting skills couldn't be more coveted.

Are you looking for the best design resources websites? Well, then this collection is something every...

HTML5 is not a new thing. We have been using several features of it since the initial release(January...

A few months ago, I had the idea to build a simple game that functions something like this.

Keep up to date with the latest Javascript and frontend knowledge

The main goal of this blog is to explain the “Architecture of Nodejs” and to know how the Nodejs works behind the scenes,

Hey developers, I have created the list of free web hosting service providers. I have checked each a...

Yesterday, I was having a google meet call with a developer. In the middle of the call, she had to sh...

This is the article I wish I had read when I started coding. Programming is about solving problems an...

Yeah yeah, I know. I know you know every hot web tech out there. Whether it's Angular, Ionic, Deno, N...

Websites can be of 2 types: static and dynamic. For static types, when user requests a file, server sends the file and user can see it. Every page is hand coded in html. In a dynamic type, When user requests, content is generated and server builds the page then sends it to the user. Generally managed by CMS like Wordpress or Joomla.

Open Source Software (OSS) is the future of software development. Existing tools being taken and modi...

As full stack developers, we use multiple programming languages to build the frontend and backend of...

Do you use Instagram? Do you want to know how to build an Instagram Bot? This tutorial will teach y...

These are 8 projects with requirements and designs that you can do to add to your portfolio as a Front-end Developer. The order of these projects is from easy to intermediate level.

Procrastination, we've all dealt with it. But today because of this blog post you will find five full...

The year 2020 has been rough on the entire world. No one has been spared from the crises that have resulted from the Covid-19 pandemic. A…

A satirical approach to tools that exist, but no developer actually needs.

If you like what I write, the chances are you would love what I email. Consider subscribing to my mai...

A small collection of my productivity scripts to get things done

With a population of over 1 billion, India is a breeding ground for talent acquisition. Numerous companies from all over the world have…

After my last post (How I became a senior javascript developer with personal projects), I received a...

In today’s world of ever-increasing digital interconnectivity, APIs (Application Programming Interfaces) have emerged as essential tools for integrating data efficiently and cost-effectively. 

Python is commonly seen as the AI/ML language, but is often a dull blade due to unsafe typing and being slow, like really slow. Many popular natural language processing toolkits only have Python APIs, and we want to see that change. At Nuvi, we use Go for the majority of our data processing tasks because we can write simple and fast code. Today we are open-sourcing a tool that has helped make our ML lives easier in Go. Say hello to go-conllu.

Open Source Software (OSS) is the future of software development. Existing tools being taken and modified into better ones leads to the…

Choosing the right software development stack for your project is crucial. We’ve listed a few technology stacks that are trending in 2020.

Resources are extremely important for a programmer since they can greatly improve productivity while...

Web Development is a large field and most of the time finding the right resources and starting to lea...

Why don’t we just start with what a virtual interview exactly is? A Virtual Interview is a...

Flutter has been booming worldwide from the past few years. While there are many popular mobile app development technologies out there, Flutter has managed to leave its mark in the mobile application development world. In this article, we’ve curated the best Flutter app templates available on the market as of July 2020.

(And anyone who wants to pursue a career in the IT industry)

Table Of Contents Introduction About this Blog Notes for the Reader The Real Juicy Stuf...

Fifty (plus) applications, chrome extensions, web apps, and everything in between that will hopefully...

With a population of over 1 billion, India is a breeding ground for talent acquisition. Numerous companies from all over the world have…

Whether you're looking for a new position and want to stand out or you just like to make cool things, GitHub offers you the tools to get your own customised welcome message, like this.

Kubernetes is now almost synonymous with container orchestration. A CNCF survey found that it is used in production by 78% of respondents. But it wasn't always like this. There used to be several big players in the field and there was talk in the industry of 'container orchestration wars.'

These are the site / apps/ extenstion I found very useful in my frontend development. They can even...

Handling audio data is an essential task for machine learning engineers working in the fields of speech analytics, music information retrieval and multimodal data analysis, but also for developers that simply want to edit, record and transcode sounds. This article shows the basics of handling audio data using command-line tools, and also provides a not-so-deep dive into handling sounds in Python.

(And anyone who wants to pursue a career in the IT industry)

Open Source Software (OSS) is the future of software development. Existing tools being taken and modi...

No matter if you write your own CSS or use frameworks such as Semantic or Bootstrap, implementing dark mode is often the most procrastinated feature

GPT is short for Generative Pre-training Transformer  (GPT), a language model written by Alec Radford and published in 2018 by OpenAI, Elon Musks’s artificial intelligence research laboratory.  It uses a generative model of language (where two neural networks perfect each other by competition) and is able to acquire knowledge of the world and process long-range […]

LENSATHON — India’s first Augmented Reality Lens creation hackathon! Quite a mouthful, isn’t it? Not just big on words, the challenge was…

When I started developing websites about ten years ago, one of the hardest things was to get someone...

Need some ideas for things to build and practice your web dev push-ups? Check out these 10 API's that might inspire your next project.

Besides writing efficient code, mastering the art of debugging is one of the most useful things Java programmers can do to make their life easier. This is especially important in today’s development environment, where the software world is increasingly moving to distributed architectures and more asynchronous code.

Why don’t we just start with what a virtual interview exactly is?

Application builds when broken down into multiple smaller service components, are known as Microservices. When compared to the traditional Monolithic way, a Microservice Architecture treats each microservice as a standalone entity/module, essentially helping to ease the maintenance of its code and related infrastructure. Each microservice of an application can be written in a different technology stack, and further be deployed, optimized and managed independently.

With a population of over 1 billion, India is a breeding ground for talent acquisition. Numerous comp...

The sharing economy is fast transforming how we interact as people and work. Valued at around $15 billion five years ago, the sharing economy is predicted to be worth over $335 billion by 2025. The potential for the industry is massive.

I. Benchmark, benchmark, benchmark

I'm sharing all the programming channels that helped me to grow to become a web developer ov...

Lately, I had people asking how can they contribute to open-source projects when the codebase is larg...

I always wanted to learn programming. Writing codes, making algorithms always excited me. Being a mechanical engineer, I was never taught these subjects in depth.

The year 2020 has been rough on the entire world. No one has been spared from the crises that have resulted from the Covid-19 pandemic. A…

Website layouts change all the time, and there are more ways than ever to style a layout, with many frameworks available to help simplify the code, whilst keeping sites looking fancy.

Architecture diagrams, reference architectures, example scenarios, and solutions for common workloads on Azure.

Check out the official docs at aka.ms/swadocs

Why don’t we just start with what a virtual interview exactly is?

About two months ago I decided to lay out a list of things I needed to do, things I believed I needed...

Open Source Software (OSS) is the future of software development. Existing tools being taken and modified into better ones leads to the…

Developer content repository for Azure Pyday. Contribute to microsoft/Azure-Pyday development by creating an account on GitHub.

Developer content repository for Azure Pyday. Contribute to microsoft/Azure-Pyday development by creating an account on GitHub.

This article was written by Debbie Otuagomah and was originally published at Educative. JavaScript...

Wait, no one does that... But the tricks are still great, I swear. So let's start with an intro: My...

Do you play games?…. Duh! Ever thought of building one yourself?… Hmm..

Developer content repository for Azure Pyday. Contribute to microsoft/Azure-Pyday development by creating an account on GitHub.

Illustrations used to create better-designed websites, products, and applications. The illustration... Tagged with webdev, javascript.

Resources are extremely important for a programmer since they can greatly improve productivity while coding.. Tagged with css, productivity, webdev, html.

NLP, Machine learning, COVID-19

Query 70 years of NBA stats directly from your command line

Watch now DevOps Fundamentals on Channel 9 Azure For Students Account *If you are a student at a College or University, you can create yourAzure for Students account. This account will give you the benefit of having a $ 100 credit to use the Azure Services for free, without having a credit card and free developer tools as well.

Extract rich information from images and analyze content with Computer Vision, an Azure Cognitive Service.

APPLIES TO: Basic edition Enterprise edition ( Upgrade to Enterprise edition) Interpretability is critical for data scientists, auditors, and business decision makers alike to ensure compliance with company policies, industry standards, and government regulations: Data scientists need the ability to explain their models to executives and stakeholders, so they can understand the value and accuracy of their findings.

Whether you are new to programming or already an experienced developer. In this industry, learning new concepts and languages/frameworks is mandatory to keep up with the rapid changes. Take for example React - open-sourced by Facebook just a shy 4 years ago it already became the number one choice for JavaScript devs around the globe.

Being a programmer is all about learning how to search for the answers to your questions. By learning to Google things effectively, you'll save a lot of development time. It's better to let your team know a task will take three weeks and deliver in two than the other way around.

Watch now DevOps Fundamentals on Channel 9 Azure For Students Account *If you are a student at a College or University, you can create yourAzure for Students account. This account will give you the benefit of having a $ 100 credit to use the Azure Services for free, without having a credit card and free developer tools as well.

Extract rich information from images and analyze content with Computer Vision, an Azure Cognitive Service.

It's the classic question we all have to answer on a daily basis: What does good code look like? Join the discussion, add your answer! Addendum: The idea is not new, I first came across it in one of the many books on clean coding from my bookshelves.

Custom Voice is a set of online tools that allow you to create a recognizable, one-of-a-kind voice for your brand. All it takes to get started are a handful of audio files and the associated transcriptions. Follow the links below to start creating a custom speech-to-text experience.

Let's build the above navigation sidebar with TailwindCSS & Nuxt.js. It's not necessarily a nuxt specific project I will be hardly using any vue/nuxt feature so tailwindcss can be used with any framework. I will not be explaining the markup and the elements, this will just be a blueprint for making a navigation drawer with tailwind, without writing any custom css.

APPLIES TO: Basic edition Enterprise edition ( Upgrade to Enterprise edition) Interpretability is critical for data scientists, auditors, and business decision makers alike to ensure compliance with company policies, industry standards, and government regulations: Data scientists need the ability to explain their models to executives and stakeholders, so they can understand the value and accuracy of their findings.

Everyone knows how to manipulate traditional html elements with jquery/javascript to add functionalities to a website and manipulate the DOM to achieve these functions. A classic example would be to open up a div on a button click or make an action on page scroll down.

Extract rich information from images and analyze content with Computer Vision, an Azure Cognitive Service.

AI for Accessibility extends Microsoft's commitment to revolutionizing access to technology for people with disabilities. Learn more about AI and accessibility.

One of the best courses I have taken on my career-building Python skills to succeed as a dat... Tagged with datascience, computerscience, machinelearning, python.

AI for Accessibility extends Microsoft's commitment to revolutionizing access to technology for people with disabilities. Learn more about AI and accessibility.

Manage, connect, and deploy your bot across devices and popular channels with Azure Bot Service, and reach more customers more often.

So, you want to use git right? But you don't just want to learn commands, you want to understand what you're using? Then this is meant for you! Let's get started! Based on the general concept from Rachel M. Carmena's blog post on How to teach Git.

An illustrated guide to becoming a Read JS Developer with links to relevant courses

Whether you are new to programming or already an experienced developer. In this industry, learning new concepts and languages/frameworks is mandatory to keep up with the rapid changes. Take for example React - open-sourced by Facebook just a shy 4 years ago it already became the number one choice for JavaScript devs around the globe.

Knowledge mining Uncover latent insights from all your content- documents, images, and media - with Azure Cognitive Search. Using the only cloud search service with built-in AI capabilities, discover patterns and relationships in your content, understand sentiment, extract key phrases and more.

A recent vulnerability report and the blog post behind it brought my attention back to the escape_jav... Tagged with security, rails, ruby, webdev.

This module provides an overview of Azure AI and demonstrates how Microsoft tools, services, and infrastructure can help make AI real for your organization, whether you want to unlock insights from your latent data with knowledge mining, develop your own AI models with machine learning, or build immersive apps using AI.

This is the best time to upskill yourself, learn something new. That is why we have a series of 4 webinars - All dedicated to helping you to learn AI from experts. This rising situation of COVID-19 has affected a lot of conferences or events for communities, where all the offline activities are on halt.

Azure Cognitive Search is available in combinable search units that include reliable storage and throughput to set up and scale a cloud search experience quickly and cost-effectively. Add search units to increase queries per second, to enable high availability, or for faster data ingestion. Remove search units during low traffic periods.

As more of our partners, clients and customers set out to design conversational interfaces such as chatbots and virtual assistants, they often ask us for advice on how to develop these technologies in a way that will benefit people while also maintaining their trust.

I am pretty sure it happened to you many times to not agree on a comment you received in your Merge/Pull Request. Cmon, this comment is just about style. The code is working. why should I change it? ...and by the way. I like my style best.

Do you have data with measures to be monitored for anomalies? In this episode of AI Show, we're going to introduce to you Azure Anomaly Detector from Microso...

Hi, Dev Thanks for opening my blog. I hope you are doing well and ready to learn the most powerful function in the Javascript. Why this is most powerful?

Image your drives for free with the help of one of these reliable tools. It's inevitable: At some point you're going to need to recover from a disaster. You'll have a hard drive fail and either you'll lose valuable data or the machine will refuse to boot.

We will go through a piece of Javascript code that we have all seen(or eventually will see) in some of our careers. And I will try to make some improvements and I will provide some arguments on why I make them. I hope you find this helpful! Ok... bear with me now.

Whether it's machine-written news articles, AI-led cybersecurity or key developments in emotion detection, 2019 certainly brought cutting-edge achievements to the world of artificial intelligence (AI). Looking ahead to the 2020s, what can we expect?

If You Like This Article then check Out more Example [gscode.in] https://gscode.in/javascript-games-code/ 1.My first attempt at coding a game using html, css and jQuery. It's pretty random as far as games go and I know canvas is likely a far better choice here but I just wanted to see if I could pull it off.

Continuing the last tip, if you are using an off-the-shelf model as a backbone, which is a trendy thing to do, consider switching to a smaller ResNet backbone or the MobileNetV3. This works wonders for transfer learning. Get rid of that low back pain.

Sometimes, you would like to create a dynamic graphic that either changes with time like a video, or adapts based on an interactive user input. These visualizations do a...

MishMash. The name conjures up an image of a mixture or a potpourri. In our context, it was the name of a hackathon - India's largest online diversity hackathon, and one of our biggest initiatives to date.

A couple of days ago, I took on an intermediate challenge from Frontendmentor( https://www.frontendmentor.io/). Below, you get to see how I complete the whole challenge in one video. The challenge is about creating a dynamic job listing. I thought it'd be interesting to challenge myself and not use any libraries like React or Vue.

Distributed systems enable different areas of a business to build specific applications to support their needs and drive insight and innovation. While great for the business, this new normal can result in development inefficiencies when the same systems are reimplemented multiple times. This f...

This article was originally posted at Bootstrap Tutorial Would you like to create websites from a ready element? Bootstrap is one of the most popular CSS frameworks. It allows us to build a beautiful UI from ready components, like navbars or forms. Bootstrap also provides a responsive design so, while using the grid properly, you don't have to do additional styling for mobile views.

Learn how to use Azure Machine Learning to train, deploy, and manage machine learning models and pipelines at scale. Tutorials, code examples, API references, and more show you how.

Vr-blog example. Contribute to adipola/vr-blog development by creating an account on GitHub.

Hi everyone! I hope you're safe and good. I want to talk about something different today. I want to share some tips and strategies that will help you write cleaner and better code in react. Most of what I write or will write in the future are about things I found difficult when I was learning to code.

Azure Machine Learning is a cloud platform for creating and managing machine learning models. Learn how to apply your existing data science skills and build cloud-scale machine learning services that provide the foundation for artificial intelligence (AI) solutions. It's recommended that you go through the Introduction to machine learning with Python and Azure Notebooks Learning Path before starting this content.

But like any currency, Bitcoin is prone to issues. Because Bitcoin are, in a sense, be pulled out of thin air when rewards are given for mining, every day more and more Bitcoin are released in circulation. Anyone knows that as more currency is released into an economy, the less valuable it is.

A couple of useful JavaScript functions such as unifying events, debouncing or detecting mobile browsers. Tagged with javascript, webdev, programming, tools.

Docker is a really useful tool in ones toolbox but when you're first trying to get started in understanding its role it can be quite hard, there's so many new terms to learn, different technologies that fit around the edge of the ecosystem and a lot of content focuses on the advanced (and very useful) applications of it.

In this tutorial I will go over the steps to setup your environment with a physical Windows Mixed Reality headset and create a Hello VR World app. If you don't have a headset you can still follow the steps and use the mixed reality simulator instead.

Grid is a layout model in CSS that allows the control of sizing and positioning of boxes and their contents. Grid was developed around the idea of adapting to the space available, intelligently resizing elements within a webpage.

Surveillance is an integral part of security and patrol. For the most part, the job entails extended periods of looking out for something undesirable to happen. It is crucial that we do this, but also it is a very mundane task. Wouldn't life be much simpler if there was something that could do the "watching and waiting" for us?

BabylonJS is a complete JavaScript framework for building 3D games and experiences with HTML5, WebGL, WebVR and Web Audio. CannonJS is a physics engine, written in JavaScript. And what is a physics engine you might ask?

With the emergence of microservices architecture, applications are developed by using a large number of smaller programs. These programs are built individually and deployed into a platform where they can scale independently.

Looking to 2020 and beyond, the proportion of data produced and consumed in realtime is growing exponentially. IDC predict that by 2025 1/3 of all data produced globally will be realtime.

While asynchronous programming (AP) is standard fare in JavaScript and baked into the design of Go as goroutines, many Python programmers are new to this concept. The central idea is to achieve concurrent execution of multiple functions in a single program thread.

In this tutorial, I am going to show how easily we can train images by categories using the Tensorflow deep learning framework. For this tutorial, I have taken a simple use case from Kaggle's prediction competition " Dog Breed Identification ", to determine the breed of a dog in an image.

Get an intuition of your data's structure with just one line of code When importing a new data set for the very first time, the first thing to do is to get an understanding of the data.

In this article, you use Visual Studio Code to create a function that responds to HTTP requests. After testing the code locally, you deploy it to the serverless environment of Azure Functions. Completing this quickstart incurs a small cost of a few USD cents or less in your Azure account.

Azure Notebooks Preview is a free hosted service to develop and run Jupyter notebooks in the cloud with no installation. Jupyter (formerly IPython) is an open-source project that lets you easily combine markdown text, executable code (Python, R, and F#), persistent data, graphics, and visualizations onto a single, sharable canvas called a notebook.

Due to the recent outbreak of Covid-19, organizations across Globe have advised all their employees to take necessary measures, and yes of course, this includes majority of the developers across India, working from home. This has blasted social media with a lot of tweets, blogs and a number of posts on what are the effective ways for you to work from home and so on....

Over the last couple of years, Kubernetes has been one of the few new technologies that established itself as the de facto standard in its field. To understand why Kubernetes is such a transformative evolution, let's take a little journey down virtualization memory lane.

Instantly start your RPA journey with the FREE Community Edition, the only platform that gives you a complete Digital Workforce Platform package, all on the web: Robotic Process Automation (RPA) to automate your business processes IQ Bot - an AI-powered solution for intelligent document processing Operational and business analytics that

This collection of topics guides you through the process of setting up Automation Anywhere Enterprise. Legal disclaimer: The information provided in this workflow might vary depending on which offering is being used. Administrator steps might not be applicable to Enterprise A2019 or Community Edition.

Azure Machine Learning offers web interfaces & SDKs so you can quickly train and deploy your machine learning models and pipelines at scale. Use these capabilities with open-source Python frameworks, such as PyTorch, TensorFlow, and scikit-learn.

In this tutorial we will create an RPA bot that analyses the sentiment in text. We will use Automation Anywhere A2019 Community Edition and Azure Cognitive services to build this bot. Automation Anywhere offers developers a free version of the cloud native A2019 platform. Click the Sign up link to create your account.

Learn how to build intelligent and supported algorithms into apps, websites, and bots to see, hear, speak, understand, and interpret your user needs.

JavaScript is cool (don't @ me), but how can a machine actually understand the code you've written? As JavaScript devs, we usually don't have to deal with compilers ourselves. However, it's definitely good to know the basics of the JavaScript engine and see how it handles our human-friendly JS code, and turns it into something machines understand!

Instantly start your RPA journey with the FREE Community Edition, the only platform that gives you a complete Digital Workforce Platform package, all on the web: Robotic Process Automation (RPA) to automate your business processes IQ Bot - an AI-powered solution for intelligent document processing Operational and business analytics that

This collection of topics guides you through the process of setting up Automation Anywhere Enterprise. Legal disclaimer: The information provided in this workflow might vary depending on which offering is being used. Administrator steps might not be applicable to Enterprise A2019 or Community Edition.

The Azure Cognitive Services Face service provides algorithms that are used to detect, recognize, and analyze human faces in images. The ability to process human face information is important in many different software scenarios. Example scenarios are security, natural user interface, image content analysis and management, mobile apps, and robotics.

I have seen the future, and it looks a lot like GraphQL. Mark my words: in 5 years, newly minted full-stack app developers won't be debating RESTfulness anymore, because REST API design will be obsolete. By the end of this post, I hope you'll see what I see in the promise of GraphQL as a new approach to client-server interaction.

The code for these tutorials (and this site) can be found here on Github After a quick Development Environment Setup, you're ready to select a tutorial from the list below. The real deal, full-length tutorial in which you will build a fully functional naming service on a blockchain.

Learn how to register and deploy ML models with the Azure Machine Learning service. In this module, you will learn how to: Deploy a model as a real-time inferencing service. Consume a real-time inferencing service. Troubleshoot service deployment

Stacks are one of the most common data structures in computer science that one can consider. A stack is an ordered collection of homogeneous data elements,where the insertion and deletion takes place at one end, known as top,which means the element which is inserted last must be deleted first.

In this tutorial, part one of seven, a multi-container application is prepared for use in Kubernetes. Existing development tools such as Docker Compose are used to locally build and test an application.

Describes the benefits of using Docker containers as a containerization platform. Discuss the infrastructure provided by the Docker platform. In this module, you will: Evaluate whether Docker is an appropriate containerization platform for you Describe how the components of Docker containers support compute container implementations Familiarity with command-line based applications

Are you just starting to learn Javascript and you are already overwhelmed by those "big words" in the industry? Or you've even learned how to code in Javascript and you want to be sure if you are ready to start learning a library or a framework, then this article is for you!

At the moment, data scientists are getting a lot of attention, and as a result, books about data science are proliferating. While searching for good books about the space, it seems to me that the majority of them focus more on the tools and techniques rather than the nuanced problem-solving nature of the data science process.

Comprehending the nuts and bolts of sorting algorithms can be daunting. But, getting comfortable talking about some of the well-known algorithms may help you ace a programming interview. So, without further ado, let's dive right in. First, a broad question. What exactly is the purpose of a sorting algorithm?

Learn how to build and manage powerful applications using Microsoft Azure cloud services. Get documentation, example code, tutorials, and more.

Brushing up on our interview skills is usually something we put off and don't think about until we are staring one right in the face. Who would think about it? It is a tortured and unnatural process that does little to really evaluate our skills and experience.

With the rapid pace of innovation, it can be difficult for tech professionals to keep their skills current. Here are 10 tips to help you boost your professional development. Keeping your technical skills up to date can be a daunting task, but it is extremely important for those in the tech industry, where fast-moving changes impact work.

This reference architecture shows a microservices application deployed to Azure Kubernetes Service (AKS). It describes a basic AKS configuration that can be the starting point for most deployments. This article assumes basic knowledge of Kubernetes. The article focuses mainly on the infrastructure and DevOps considerations of running a microservices architecture on AKS.

Register for this webinar to help structure your projects for Kubernetes. Guest speaker and Kubernetes co-founder Brendan Burns will walk you through a lightboard demonstration of a file system layout to prepare your application for Kubernetes and organize for a weekly or daily release.

Azure Notebooks Preview is a free hosted service to develop and run Jupyter notebooks in the cloud with no installation. Jupyter (formerly IPython) is an open-source project that lets you easily combine markdown text, executable code (Python, R, and F#), persistent data, graphics, and visualizations onto a single, sharable canvas called a notebook.

This tutorial will demonstrate the usage of Azure Cognitive Services with the help of a text translation example implemented using a simple Golang app deployed to Azure App Service You will: Get an overview of Azure Cognitive and Azure App Service capabilities Walk through a simple yet practical example of how to use Cognitive Translator Text API Learn how to setup, configure Cognitive Service and App Service along with application deployment I would love to have your feedback and suggestions 😃 Just tweet/DM or drop a comment!

Some context: I'm a product manager at Rigetti, and we're building quantum computers that anyone can access over the cloud. Today, there's already thousands of developers, researchers, and organizations using the Forest SDK, with over 60M+ jobs run to date.

Have you ever wondered why we, as humans, have always gravitated towards things which can be done instantly? Why do instant noodles, instant coffee or ready-to-eat packed food find a place in our kitchens? We as a species simply hate to wait. We believe the same goes for food.

Scalability is a key requirement for cloud native applications. With Kubernetes, scaling your application is as simple as increasing the number of replicas for the corresponding Deployment or ReplicaSet - but, this is a manual process. Kubernetes makes it possible to automatically scale your applications (i.e.

Hello Kubernauts! Welcome to the "Kubernetes in a nutshell" blog series :-) This is the first part that will cover native Kubernetes primitives for managing stateless applications. One of the most common use cases for Kubernetes is to orchestrate and operate stateless services.

This is the repo that contains multiple workshops for Kubernetes on Azure and the supporting code examples. Note This repo is under a refresh. Some of the new modules dont have slides yet.

I was shocked because I had surpassed competitors with 5 years of experience. I knew I had worked hard, but this achievement exceeded my expectations. The programming contest matched me perfectly and I went all-in in this field. C++ - Highly recommended! It's very fast. Implementing different algorithms takes little time because of STL.

The developers often ask me at meetups/conferences on how to get started with Azure, and I would end up pointing them to product documentation or docs.com. But developers need more, and hence, I designed below challenges to get started with Azure & to learn new technologies hands-on.

Azure Machine Learning offers web interfaces & SDKs so you can quickly train and deploy your machine learning models and pipelines at scale. Use these capabilities with open-source Python frameworks, such as PyTorch, TensorFlow, and scikit-learn.

In this new video, I am going to provide you with a bunch of new information on how to use Azure Kubernetes Service with a really simple application. You'll need to have an Azure account to follow along, so sign up for your free Azure $200 in credits and 12 months of services.

A quick glance at smarty and it is abundantly clear that it has been around since PHP 4.x. But why would you use a template engine in the first place? Well, the initial idea was to have people with little technical knowledge produce templates and designs.

An AI villain against humanity! As a kid growing up in the 80s some of the coolest movies to come out were Terminator and Terminator 2 starring Arnold Schwarzenegger. ICYMI - an AI robot ( Arnold ) was sent from the future to try to destroy any chance of human resistance in the future.

Photo by Max Duzij on Unsplash Debugging Azure Functions can be extremely easy if you add the appropriate logging and error handling to your code. However, there are going to be times where debugging with these techniques is simply not enough. As a result, we need a robust debugging environment to trace a transaction end to end.

react-cool-onclickoutside is a React hook to trigger callback when user clicks outside of the target component(s) area. It's a useful logic for UI interaction design (IxD) like dismiss a dropdown menu, modal or tooltip etc. Help you guys ❤️ it. ⚡️ Live demo: https://react-cool-onclickoutside.netlify.com

Over the past few years, Responsive design has become quite a hot topic in the web design community. There are various frameworks which help to build responsive design faster. One of the ways is using Viewport percentage units or "Viewport Units" for short, a CSS3 property which helps you to automate some aspects of your responsive design.

Angular is, by default, a fast and performant framework. While it leaves ample space for improvement by opting out some of its magic, we almost never have to do anything special to write extremely performant code for the average app.

The sheer idea of the magnitude of impact you making by just contributing to an open-source project is breathtaking. Imagine software that runs on thousands and thousands of users' machines and imagine that little feature you made last week is running on all of them.

Azure Functions is a serverless compute service that lets you run event-triggered code without having to explicitly provision or manage infrastructure.

Learn new skills and discover the power of Microsoft products with step-by-step guidance. Start your journey today by exploring our learning paths and modules.

Frameworks have become a vital piece of each frontend and backend development in this cutting edge age. Utilizing frameworks upheld by a huge number of developers around the globe is exceptionally down to earth technique for growing ground-breaking and intuitive applications. Backend developers work with a wide scope of libraries, APIs, web administrations, and so on.

Microservices are a popular architectural style for building applications that are resilient, highly scalable, independently deployable, and able to evolve quickly. But a successful microservices architecture requires a different approach to designing and building applications. A microservices architecture consists of a collection of small, autonomous services.

I use Azure DevOps for long time, and I always use GUI when crafting Build Pipeline so far, though I knew Azure DevOps supports YAML and its benefits. So this time, I tried YAML instead of GUI and I learnt many things. In this article, I talk about "variables".

Get the latest articles, documentation, and events from Microsoft.Source-the curated monthly developer community newsletter. Learn about new technologies and find opportunities to connect with other developers online and locally. Each edition, you'll have the opportunity to share your feedback and shape the newsletter as it grows and evolves.

Interested in the cloud, but aren't quite sure what it can do for you? This path is the place to start.

The first 10 years of my programming career, I was doing Object-Oriented (OO) programming in Java. I pretty much mastered the art of Object-Oriented programming as I had learned the design patterns to help me in coming up with class structures that avoid code duplication, and are flexible and adaptable for future change.

Gain a deeper understanding of a public or private API, especially for ones that aren't well-documented When you think about reverse engineering an API, perhaps corporate espionage or something legally or ethically questionable comes to mind. Hackers gonna hack. However, there's also legitimate reasons for reverse engineering an API.

Code snippets, etc, for http://aaronmsft.com/. Contribute to aaronmsft/aaronmsft-com development by creating an account on GitHub.

Use Kubernetes to migrate your existing application to the cloud, build a complex application that uses machine learning or take advantage of the agility offered by a microservices architecture.

Strings are an important global object in JavaScript. They represent a sequence of characters. They can be used by various operators, like comparison operators, and there are various methods that can be used to manipulate them. There are different ways to manipulate strings, look up parts of a string in various positions, and trim and replace strings.

Hello dear coder, welcome to my last tech article of series dedicated to Node.js and Docker. Hope you enjoy! We already now how to use Docker together with Node and Mongo from previous article in this series. In order to complete our MERN stack application we need to add frontend part.

An AI villain against humanity! As a kid growing up in the 80s some of the coolest movies to come out were Terminator and Terminator 2 starring Arnold Schwarzenegger. ICYMI - an AI robot ( Arnold ) was sent from the future to try to destroy any chance of human resistance in the future.

Microservices are a popular architectural style for building applications that are resilient, highly scalable, independently deployable, and able to evolve quickly. But a successful microservices architecture requires a different approach to designing and building applications. A microservices architecture consists of a collection of small, autonomous services.

Advancements in technology have made Virtual Reality (VR) more immersive and affordable than ever. This immersive environment can be similar to the real world. Or it can be fantastical, creating an...

Hey there 👋Thanks for checking my first Hackernoon article. My name is Vova and I'm a self-taught front-end engineer. I started learning front-end two years ago and was lucky to land my first job in a tech startup. Getting the first job is (very) challenging but the startup I applied to wanted to give equal chances to the professionals of all levels.

by Mukesh Thawani How to automate Code Reviews on Github Creating pull requests and reviewing them are two of the most common tasks in a developer's daily schedule. Most projects have common guidelines which developers need to follow while creating and reviewing the pull requests.

Docker is a popular container management and imaging platform that allows you to quickly work with containers on Linux and Windows. Learn how to leverage Docker on Azure with our quickstarts and tutorials.

Azure Machine Learning offers web interfaces & SDKs so you can quickly train and deploy your machine learning models and pipelines at scale. Use these capabilities with open-source Python frameworks, such as PyTorch, TensorFlow, and scikit-learn.

Happy holidays everyone! 🕯🎄🕎I hope you all had a fantastic year. The last newsletter of 2019 concludes with wish lists for NLP in 2020, news regarding popular NLP and Deep Learning libraries, highlights of NeurIPS 2019, some fun things with GPT-2.

Learn new skills and discover the power of Microsoft products with step-by-step guidance. Start your journey today by exploring our learning paths and modules.

Spend more time building great apps and less time managing server infrastructure. Get your solutions to market faster using Azure Functions, a fully managed compute platform for processing data, integrating systems, and building simple APIs and microservices. In this e-book you'll find use cas...

The programming language Python is famous for quite many reasons. It is loved by enterprises, developers, researchers all over the world. Be it enterprise development, machine learning or anything else, Python has more than a few applications in the present-day world.

by Mukesh Thawani How to automate Code Reviews on Github Creating pull requests and reviewing them are two of the most common tasks in a developer's daily schedule. Most projects have common guidelines which developers need to follow while creating and reviewing the pull requests.

Docker is a popular container management and imaging platform that allows you to quickly work with containers on Linux and Windows. Learn how to leverage Docker on Azure with our quickstarts and tutorials.

Improve the agility, reliability, and efficiency of your distributed systems by using Kubernetes. Get the practical Kubernetes deployment skills you need in this O'Reilly e-book. You'll learn how to:Develop and deploy real-world applications.Create and run a simple cluster.Integrate storage in...

The world of frontend development once again evolved at a rapid pace over the past year, and this article recaps all the important events, news, and trends from 2019. NPM Downloads for Popular Frontend Frameworks and Libraries in 2019 React once again claims the top library and is still growing, and jQuery is surprisingly holding at #2.

Learn about what Azure offers for Python developers. Get started with useful Azure features like app hosting, support for open-source databases like mySQL and PostgreSQL, and working with big data for machine learning and other applications.

Get started with Microsoft developer tools and technologies. Explore our samples and discover the things you can build.

Azure Machine Learning offers web interfaces & SDKs so you can quickly train and deploy your machine learning models and pipelines at scale. Use these capabilities with open-source Python frameworks, such as PyTorch, TensorFlow, and scikit-learn.

Data scientist. Machine-learning engineer. Big-data engineer. All three rank among the top emerging jobs* and companies across industries are seeking people with the requisite skills: math, programming and domain expertise. Many people working with data have developed one or two of these skills, but proper data science calls for all three.

https://tv.ssw.com/7505/intro-to-machine-learning-damian-brady-at-ddd-sydney-2018 || Subscribe for more content from SSW TV || || Press like and leave a comment below to let us know how we're doing || Twitter ↴ https://twitter.com/ssw_tv Facebook ↴ https://www.facebook.com/SSW.page/?fref=ts --- About DDD --- DDD Sydney is an inclusive non-profit conference for the Sydney software community.

ITNEXT Hello Kubernauts! Welcome to the "Kubernetes in a nutshell" blog series :-) This is the first part that will cover native Kubernetes primitives for managing stateless applications. One of the most common use cases for Kubernetes is to orchestrate and operate stateless services.

Microsoft Azure This article is part of #ServerlessSeptember. You'll find other helpful articles, detailed tutorials, and videos in this all-things-Serverless content collection. New articles are published every day - that's right, every day - from community members and cloud advocates in the month of September.

Learn new skills and discover the power of Microsoft products with step-by-step guidance. Start your journey today by exploring our learning paths and modules.

Step-by-step evolution of a lightweight Express web app that will serve XKCD comics - bnb/step-by-step-express

Code snippets, etc, for http://aaronmsft.com/. Contribute to aaronmsft/aaronmsft-com development by creating an account on GitHub.

Use Kubernetes to migrate your existing application to the cloud, build a complex application that uses machine learning or take advantage of the agility offered by a microservices architecture.

Robbie Allen shares how was able to learn ML and NLP using 187 Quora questions. A great read for anyone who wants to learn and grow...

State Channels, Plasma, and Truebit, A perfect read for anyone who wants to understand what are scaling problems today in Ethereum and how Layer 2 Scaling Solutions like State Channels, Plasma, and Truebit plan to solve it.

Scaling Ethereum DApps Through Sidechains, Today's Dapps are not scalable and if want to build decentralized products that even close to Twitter, Facebook or Medium we have to think outside the box...

2018 will be the year when we will see maximum innovations on Blockchain Infrastructure products. So if you are thinking of building something :) this article might give you a few ideas

Robbie Allen's 10 year research in to AI and ML all summed in one article. Gold #Readworthy

Microservices are a popular architectural style for building applications that are resilient, highly scalable, independently deployable, and able to evolve quickly. But a successful microservices architecture requires a different approach to designing and building applications.

Learn new skills and discover the power of Microsoft products with step-by-step guidance. Start your journey today by exploring our learning paths and modules.

Step-by-step evolution of a lightweight Express web app that will serve XKCD comics - bnb/step-by-step-express

Code snippets, etc, for http://aaronmsft.com/. Contribute to aaronmsft/aaronmsft-com development by creating an account on GitHub.

Five Things is a show about JavaScript, Node and all things web. Each episode features an honored guest interviewed by one of our mediocre (and frequently ba...

Azure Functions is a serverless compute service that enables you to run code on-demand without having to explicitly provision or manage infrastructure. Use Azure Functions to run a script or piece of code in response to a variety of events. Learn how to use Azure Functions with our quickstarts, tutorials, and samples.

Learn new skills and discover the power of Microsoft products with step-by-step guidance. Start your journey today by exploring our learning paths and modules.

DISCOVER MULTIPLE WAYS OF PARTICIPATION WHAT PEOPLE SAY What a fabulous event the IoT Congress turned out to be! Truly amazing! This is the Gold Standard of technology events in this country!! One of the best I've attended, thanks to your leadership & drive.

In this module, you'll learn about QnA Maker and how to integrate it with a bot

Kubernetes is a system for auto deploy, scale, and manage containerized application, it has been created to solve the `bets to cattle` problem where the number of your application's servers grow to a point that makes it difficult to manage them. How Kubernetes works?

Microservices is an architecture in which different component pieces of a software design are created and housed as individual, isolated services. Each is deployed separately and they communicate through well-defined network-based interfaces. Microservices are intended to be "small" (loosely defined) and kept to a single bounded context. There are many benefits to microservices.

Executive Summary Rural communities, often amid stunning and isolated landscapes, are a defining feature of much of the United States. But those same landscapes can make it difficult for people to access health care.

I t's time to blow up the walled garden that keeps you locked into the products Apple and Google allow into their app stores. A new generation of Progressive Web Applications (PWAs), now taking root on desktop computers, may soon make the jump to your smartphone, changing how you download apps - and where they come from - forever.

React provides a declarative API so that you don't have to worry about exactly what changes on every update. This makes writing applications a lot easier, but it might not be obvious how this is implemented within React. This article explains the choices we made in React's "diffing" algorithm so that component updates are predictable while being fast enough for high-performance apps.

Social media makes it easy to identify potential candidates for job openings, but that's led companies to focus too much on "passive" candidates who aren't looking to move-a strategy that hurts retention because internal candidates feel overlooked. And when businesses do make a hire, they don't know how effective their approaches are because they don't track the results.

Idea in Brief The Problem While we know a lot about what practices stimulate new ideas and creative solutions, most innovation teams struggle to realize their benefits. The Cause People's intrinsic biases and behavioral habits inhibit the exercise of the imagination and protect unspoken assumptions about what will or will not work.

I have always wanted to develop a complete Machine learning application where I would have a UI to feed in some inputs and the Machine learning model to predict on those values. Last week, I did just that.

To better understand customers and create a unique shopping experience is in every business must-do list in order to create values for their customers. I think you can achieve that by analyzing your customer shopping experience/habits using machine learning.

Looks like 2019 will be a different ball game altogether as AI will make deeper inroads into shaping the modern physician's toolkit. According to a report by Tractica, the healthcare AI market is projected to reach $34 billion globally by 2025. In this article, we list down how AI will overhaul the healthcare landscape....

Mashable is a global, multi-platform media and entertainment company.

Modern problems call for modern solutions

Executive Summary The prices that people are willing to pay are driven by identity. My context for this personal ah-ha when I was working on the turnaround strategy of magazine in the mid-1990s with then-publisher Tom Florio and then-editor Tina Brown.

Our system, AlphaFold, which we have been working on for the past two years, builds on years of prior research in using vast genomic data to predict protein structure. The 3D models of proteins that AlphaFold generates are far more accurate than any that have come before-making significant progress on one of the core challenges in biology.

There are a lot of computer science graduates and programmers applying for programming, coding, and software development roles at startups like Uber and Netflix; big organizations like Amazon, Microsoft, and Google; and service-based companies like Infosys or Luxsoft, but many of them have no idea of what kind of programming interview questions to expect when you're applying for a job with these companies.

Executive Summary What happens to people who are overconfident? Are they generally rewarded, promoted, and respected? Or do we distrust them and avoid collaborating with them? Our research suggests it may depend on how they express confidence. One way people express confidence is verbally - with specific expressions of confidence in their judgments.

In the past decade, what marketers do to engage customers has changed almost beyond recognition. With the possible exception of information technology, we can't think of another discipline that has evolved so quickly. Tools and strategies that were cutting-edge just a few years ago are fast becoming obsolete, and new approaches are appearing every day.

1 out of every 200 software developers is blind. We know this because Stack Overflow recently asked 64,000 developers whether they have disabilities. The question is: how can blind developers code when they can't see the screen? freeCodeCamp contributor Florian Beijers was born blind. He's able to code using a standard-issue laptop.

For The Greater Woof When asked to create designs for a website, I opted to redesign a non-profit site as a way to display my skills but also create an experience for an organization that may not benefit from an updated look and feel.

65% of employees say they'd rather have a new boss than a pay raise. That stat suggests that the old adage that we quit our bosses, not our jobs, may actually have some weight to it. But according to Facebook's Head of People, Lori Goler, Head of HR Business Partners, Janelle Gale, and People Growth Lead, Brynn Harrington, the real reasons are more complicated.

While whiteboard interviews may catch heat from some people for being impractical or indexing for the wrong qualities, they are not deceptive. Even with the most labyrinthian Leetcode exercise, you don't have to guess at what the interviewer is "really" asking. The non-technical interview, however, is more of a puzzle.

Product management is as much about the soft-skills (of negotiation, articulation etc) as it is of the hard skills. In fact, on a daily basis - it is a 'hard job' with different hard skills needed to move up the ladder.

🗂 The Front-End Checklist Application is perfect for modern websites and meticulous developers! Follow the rules and deliver the best of your work in a generated report!

There is something tantalizing about a lone hacker using a single computer and a big brain to take down the bad guys or stick it to the man. The archetype of the hacker has a cultivated ethos of freedom, individuality, and subtle craftiness that cannot be denied.

Startups are way different than behemoths. In a large enterprise, you might find a place for yourself where you can hide(whether you desire it or not) and the top management has no clue of your existence. However, that's not the case in a start-up.

If you have ever had the above questions, then this post is for you. This post covers a list of topics which will make you a Git expert. If you do not know Git basics, click here to check out my blog...

Jeremy Schifeling So you want to work for a startup? Have you ever wondered what a startup founder wants in the people who work for her? What goes on your resume is the deciding factor when applying for any job, but with startups it can be even more important.

Few things are more exciting than getting involved in a new project, working hard on it together with your teammates and seeing how it evolves and grows: that's what happens when you work at a startup. Working at a startup, you'll move away from the boring "preset to-do list" into a world full of new challenges and possibilities.

Today, a company's work culture is more important than ever. A workplace shouldn't be something people dread to show up to each day. From celebrating the big achievements to savoring little things, the working culture is supposed to sustain employees enthusiasm. Here's how startups get it right!

This acquisition is all about OpenShift, which I believe IBM sees as the key to hybrid IT. Hybrid IT - a workload-centric abstraction across multiple public clouds, private clouds, virtualized infrastructure, and legacy assets - is the modern enterprise IT paradigm for the next decade.

A place where words matter

After a series of due diligence roadshows with industry-leading insurers, we are pleased to announce that we have secured insurance coverage for the digital assets that we hold on your behalf in our online hot wallet.

Executive Summary Consumers are poor guardians of their personal data, and the tech giants are too well placed to exploit that data. This presents a business opportunity for banks, which already have many of the necessary skills. The ability to collect and exploit consumers' personal data has long been a source of competitive advantage in the digital economy.

I am Heesu, a UX designer from Seoul, South Korea working now in London. From the moment I visited this city three years ago, I knew I definitely wanted to work in such an international, vibrant and...

Real-time computation (or estimation) of the "probability to win" is difficult. We've seem that in soccer games, in elections... but actually, as a professor, I see that frequently when I grade my students. Consider a classical multiple choice exam. After each question, imagine that you try to compute the probability that the student will pass.

According to Deloitte, the number of data science workers in Australia will balloon to 338,800 in the financial year 2021-22, up from 300,900 in 2016-2017, at an average annual growth rate of 2.4 per cent. This outpaces the 1.5 per cent annual growth for the Australian labour force as a whole over the same period.

Today, Google Cloud announced Kubeflow pipelines and AI Hub, two tools designed to help data scientists put to work across their organizations the models they create. Rajen Sheth, director of product management for Google Cloud's AI and ML products, says that the company recognized that data ...

According to Deloitte, the number of data science workers in Australia will balloon to 338,800 in the financial year 2021-22, up from 300,900 in 2016-2017, at an average annual growth rate of 2.4 per cent. This outpaces the 1.5 per cent annual growth for the Australian labour force as a whole over the same period.

Today, Google Cloud announced Kubeflow pipelines and AI Hub, two tools designed to help data scientists put to work across their organizations the models they create. Rajen Sheth, director of product management for Google Cloud's AI and ML products, says that the company recognized that data ...

Corporate mutiny is the action of openly opposing anti-efficiency patterns. Doing so in a tactful matter is the art. In order to have a successful mutiny, you must be able to identify these patterns. In the sections that follow, we will review four anti-efficiency patterns that plague every corporation and how to address them.

The generally agreed upon definition of Data Science is that it is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract useful knowledge and valuable insights from data in various forms, both structured and unstructured. As it is in all the retail industry, this definition is mostly applicable at Walmart.

The below article is my all-time favorite piece of analytics-related writing. It's entirely non-technical, but I assign it as required reading in my machine learning class. I recommend it to people interested in entering a data-related career. I have reanimated many lagging conversations by spouting pieces of it (yes, I am a real dinner party showstopper).

"Anyone can look for fashion in a boutique or history in a museum. The creative explorer looks for history in a hardware store and fashion in an airport" - Robert Wieder As much as I like Medium for it's ability to reach an audience I prefer the customization afforded by github.io.

In this blog post, I'll explain the new functionality of the OpenImageR package, SLIC and SLICO superpixels (Simple Linear Iterative Clustering) and their applicability based on an IJSR article. The author of the article uses superpixel (SLIC) and Clustering (Affinity Propagation) to perform image segmentation.

What companies can do to improve their workers' lives.

It's easy to feel like you don't have much control over money, at least when it comes to the big-picture things. Sure, you'd love a larger income, but your salary is what it is, and you can only...

Yes, the benefits of using these app-based services possibly outweigh the inconveniences from such sudden, unfavourable changes. But does that make these one-sided and changes fair or even legal?

Honest, hardworking cryptocurrency hodlers need to be aware of the risks that come with digital assets, lest they be stolen or extorted from them in embarrassing ways.

Whether you are a student interested in exploring Machine Learning but struggling to conduct simulations on enormous datasets, or an expert playing with ML desperate for extra computational power...

Success for an ML team often means delivering a highly performing model within given constraints - for example, one that achieves high prediction accuracy, while subject to constraints on memory usage, inference time, and fairness. Performance is defined by whichever metric is most relevant to the success of your end product, whether that be accuracy, speed, diversity of outputs, etc.

Back in 2012, a paper was published in the area of machine learning that would spark a resurgence in the field if AI. The paper of the first published research of its kind to use a Deep Convolutional Neural Network for image recognition. It shattered all previous records of algorithms for image recognition.

I am a true believer that when you get comfortable, you start to die. If you aren't doing things to make yourself better, then you're slowly getting worse. To an extent, this unfaltering outlook makes me a little uncomfortable with process and structure.

One of the most famous unsolved problems in mathematics likely remains unsolved. At a hotly-anticipated talk at the Heidelberg Laureate Forum today, retired mathematician Michael Atiyah delivered what he claimed was a proof of the Riemann hypothesis, a challenge that has eluded his peers for nearly 160 years.

Many people have become interested in learning to code in recent years. They either find their way into programming through online courses, or through offline meet ups, or are just simply trying to give it a shot. Websites like code.org, codecademy and freeCodeCamp are becoming more and more popular.

By Lak Lakshmanan (@lak_gcp), Technical Lead, Google Cloud Platform Tensor Processing Units (TPUs) accelerate a wide range of machine learning workloads within Google and are available to Google Cloud customers. You can find TPU-enabled versions of state-of-the-art image models like ResNet and AmoebaNet in the Cloud TPU reference model repository; text summarization and question answering tasks can be performed on TPUs using the powerful Tensor2Tensor library.

Let's get to it. Question: Return the kth to last element of a singly linked list. The first step when transposing a DS/A question to a frontend question is finding a sensible way to represent the data in the DOM. There are a few different ways we could represent a linked list.

For the majority of people, it wasn't long ago that Artificial Intelligence was synonymous with digital personal assistants like Siri and Cortana. AI research was kept largely under the radar, and confined to big technology companies. 2017 proved this has...

We show that applying a PopArt normalisation to the state-of-the art reinforcement learning agent results in a single agent that can play a whole set of 57 diverse Atari video games, with above-human median performance across the set.

TensorFlow Reinforcement Learning represents an open source collection of key algorithmic components that we have used internally for a large number of our most successful agents such as DQN, DDPG and the Importance Weighted Actor Learner Architecture.

Editor's Note: No Mercy/No Malice is a column from Professor Scott Galloway, where he shares various reflections on business, tech, and life on his mind each week. Last week I received several calls from media asking for comments on what has become the Mecca of innovation, Apple's Special Events, where they announce the accessories of the global wealthy.

Executive Summary Marketing is rapidly becoming one of the most technology-dependent functions in business. In response, a new type of executive is emerging-the chief marketing technologist. CMTs are part strategist, part creative director, part technology leader, and part teacher.

Discussions about data privacy tend to focus on the consumer-seller dynamic. What personal information do companies have a right to collect, and how should they be expected to use and care for it? But another dynamic, between employer and worker, raises even thornier questions.

If you ask a data scientist how to start or advance your data career, one of the first things they'll tell you is to read. Not the answer you'd expect? You'd be surprised! Data scientists constantly read and explore what's happening in the rapidly changing data landscape.

If software ate the world, models will run it . But are we ready to be controlled by blackbox intelligent softwares? Probably not. And this is fair. We, as human, need to understand how AI works - especially when it drives our behaviours or businesses.

Many people have become interested in learning to code in recent years. They either find their way into programming through online courses, or through offline meet ups, or are just simply trying to give it a shot. Websites like code.org, codecademy and freeCodeCamp are becoming more and more popular.

I recently came across Rachel Tomas's article on the importance and value of writing about what you learn, and Julia Evans's advice on why and how to write, and thus I have decided to follow their advice and write an article (for the first time ever!).

We are delighted to announce the results of the first phase of our joint research partnership with Moorfields Eye Hospital, which could potentially transform the management of sight-threatening eye disease.

Computer programs that learn to perform tasks also typically forget them very quickly. In our latest paper, published in PNAS, we show that the learning rule can be modified so that a program can remember old tasks when learning a new one.

We built a simulated version of our robotics setup using the MuJoCo physics engine. This simulation is only a coarse approximation of the real robot: Measuring physical attributes like friction, damping, and rolling resistance is cumbersome and difficult. They also change over time as the robot experiences wear and tear.

Being a great developer isn’t just about knowing your way around code; it’s about knowing how to make the most out of every coding session. Here are some simple-yet-effective pro-tips to help you do just that.

Today I had a technical interview where I was presented with what is apparently a pretty common code challenge, but it was one I hadn't come across before. Find the largest sum of a contiguous subarray given an array of integers (either positive or negative).

Apart from knowing git add, git commit , and git push , there are a bunch of other important techniques in Git. Knowing these will help a lot in the long run. Here I will be covering some of the...

Executive Summary Much innovation happens when people combine knowledge from different disciplines. But some people are more likely to reach outside of their areas of interest and expertise than others. Researchers investigated why by studying people's "mindsets" about interest and their impact.

If you write out a sequence of Fibonacci numbers, you can see that the last digits repeat every 60 numbers. The 61st Fibonacci number is 2504730781961. The 62nd is 4052739537881. Since these end in 1 and 1, the 63rd Fibonacci number must end in 2, etc. and so the pattern starts over.

Photo by Lisha Li Andrej Karpathy showed this slide as part of his talk at Train AI and I loved it! It captures the difference between deep learning research and production perfectly. Academic papers are almost entirely focused on new and improved models, with datasets usually chosen from a small set of public archives.

What’s your least favorite part of the job application process? If you said, “writing cover letters,” you may or may not be relieved to hear that few hiring managers seem to care about them. In one survey, only 18 percent said cover letters were an important part of the hiring process.

In today's world, scientists in many disciplines and a growing number of journalists live and breathe data. There are many thousands of data repositories on the web, providing access to millions of datasets; and local and national governments around the world publish their data as well.

According to Drew Conway, the Data Science Unicorn is an expert in statistics, programming, and business. While much has been said and done to help Data Scientists become better at math and coding, this post helps Data Scientists sharpen their business mindset.

We live in a world with too much stuff. As someone who designs products, I’m constantly experiencing an existential crisis about the things we create as a profession — both digital and industrial. Does this thing really help people? Are we solving a viable problem? Does this product or service actually better the world?

In 20+ years of writing code for a living, this is the one phrase I’ve heard the most.

This quote comes from our team retrospective on improving the collaboration between our designers and developers. It stuck with me and eventually ended up triggering the development of a new collaboration tool in our team.

Engagement is about getting the individual into the meeting, about breaking through the noise and fog of whatever may be going on for each person so they can focus their will on the collective goals. Meeting engagement is observable behavior; you can see whether or not someone engages in a meeting.

Some time ago we published an article with a comparison of Angular 2 and React. In that article, we showed pros and cons of these frameworks and suggested what to choose in 2017 for particular purposes. So, what is the situation in the frontend garden in 2018?

In past couple of years, there is a rise of new programming language: Go or GoLang. Nothing makes a developer crazy than a new programming language, right?

Shouldn’t someone who worked 10+ years in the Java SE team at Sun Microsystems bleed Java bytecodes and be instantiating abstract interfaces until the last breath? For this former Java SE team member, learning the Node.js platform in 2011 was a breath of fresh air. After being laid off from Sun in January 2009 (just prior to the Oracle buyout), I learned about and became hooked on Node.js.

Behind every succesful Business-to-Business (B2B) product is a product team fueled by solid customer research. This comprehensive guide introduces essential tools and practical methods for acquiring a more solid understanding about your market, customers, end users and competitors.

The most common question I get from blog readers is “What is your advice for new programmers?” So, I thought it was time to write up my thoughts.

I’ve spent my entire professional career in the startup space. After a couple successes (and more than a couple failures), I’ve determined that I’m passionate about startups and it’s how I want to spend my time. It might therefore seem obvious that I’d recommend working at (or starting) startups to everyone. That’s definitely not the case!

An overview and walkthrough of fundamental React concepts, such as components, state, and props, as well as submitting forms, pulling data from an API, and deploying a React app to production.

Understanding what is happening in your body when you’re having a panic attack can help you stop being afraid of them. And these techniques can help you cope until is passes.

We often think of Momentum as a means of dampening oscillations and speeding up the iterations, leading to faster convergence. But it has other interesting behavior. It allows a larger range of step-sizes to be used, and creates its own oscillations. What is going on?

Having a well-crafted resume can be the key to getting your foot in the door at the company of your dreams. But figuring out how to make your resume fully representative of your experience and also stand out is easier said than done.

I’ve been making a big deal of late about the need for job-seekers to diversify their job hunting efforts. The big point is that no more than 20% of their efforts should be on responding to job postings. Another 20% should be on making sure their resume or LinkedIn profile is easy to find and extremely engaging.

Data and digitization are creating a growing array of value-creation choices in industries as diverse as pharmaceuticals, mining, and energy.

Good design is relative. Everyone has an opinion about good and bad design but when you break down the KPIs in terms of conversion rate, retention or growth, you’ll see that only a few companies are out there who are using the power of design and its tremendous leverage to disrupt whole industries.

Lots of people want to be product managers these days. No wonder — this is challenging work which currently brings in the highest average salary offers of any tech job. But more interest means more competition.

Modern data science emerged in tech, from optimizing Google search rankings and LinkedIn recommendations to influencing the headlines Buzzfeed editors run. But it’s poised to transform all sectors, from retail, telecommunications, and agriculture to health, trucking, and the penal system. Yet the terms “data science” and “data scientist” aren’t always easily understood, and are used to describe a wide range of data-related work.

Companies are collecting more data than ever before, and are making significant business decisions based on it. Of the 4 Vs of Big Data (Volume, Velocity, Variety, and Veracity), we have now seen ample evidence of the impact and importance of the first three. A higher “Volume” of data has led to more efficient decision-making in numerous instances, such as in programmatic marketing and in banking.

There is much confusion as to what a blockchain is and its dichotomy with a database. A blockchain is actually a database because it is a digital ledger that stores information in data structures called blocks. A database likewise stores information in data structures called tables. However, while a blockchain is a database, a database is not a blockchain. They are not interchangeable in a sense that though they both store information, they differ in design. There is also a difference in purpose between the two, which is perhaps what is not clear to those who want to understand why blockchains are needed and why databases are better suited for storing certain data.

In 2012, Geoffrey Hinton changed the way machines “see” the world. Along with two of his students, Alex Krizhevsky and Ilya Sutskever, Dr. Hinton published a paper titled ImageNet Classification with Deep Convolutional Neural Networks. In the paper, he proposed a deep convolution neural network model named AlexNet, which won first prize in a large-scale image recognition competition in that year. AlexNet reduced the errors of Rank-1 and Rank-5 to 37.5% and 17.0% respectively, a significant improvement in terms of image recognition accuracy. With this success, Hinton joined Google Brain, and AlexNet became one of the most classic image recognition models widely used in the industry.

There are haters, and there are advocates of frameworks. Read this comprehensive comparison to determine which side you're on when it comes to the most popular frontend JS frameworks

How often do you access the internet when you are traveling, grabbing a quick lunch at your favorite restaurant, or while relaxing after dinner? Quite often, isn't it? And not every time you access the internet, it is on the laptop.

Each point in the KNN 2D space example can be represented as a vector (for now, a list of two numbers). All those vectors stacked vertically will form a matrix representing all the points in the 2D plane.

Now that we know how a webapp works and how charts are usually made we can look for commonalities between the two. Webapps are composed of DOM nodes. Charts are composed of SVG geometries. Webapps can be broken down into reusable sections of DOM that can be modelled as components.

Update: April 27, 2018: Looking for a New Cryptocurrency? Check out the Metabase ICO If you really want to get into the blockchain and cryptocurrency world, I would highly recommend that you start your journey by reading these two white papers: Bitcoin: A Peer-to-Peer Electronic Cash System and; Ethereum: A Next-Generation Smart Contract and Decentralized Application Platform and then read them again....and again...

With perfect information, an engineering design process can be pretty straightforward: you can focus on implementing functionality while minimizing engineering complexity and risk. But this gets a lot trickier when there are a lot of product uncertainties. How do you make an engineering plan when you don't know how it will be used or extended?

Using Google Clips to understand how a human-centered design process elevates artificial intelligence

There is one problem that never goes out of fashion even though people in mathematics have tried to optimize solutions for it over decades. Yes, decades! To nobody's surprise, the Travelling Salesman Problem (read: TSP) remains to be one of the most fascinating and complicated algorithms to innovate upon.

Having received three Michelin stars, and having been regularly voted as the "Best Restaurant in the World" by a panel of around 500 experts, El Bulli in Spain was the frontrunner in the culinary world.

Learning machine learning and deep learning is difficult for newbies. As well as deep learning libraries are difficult to understand. I am creating a repository on Github(cheatsheets-ai) with cheat...

Bret Taylor is no stranger to being the underdog. From a scan of his resume, this may not seem to be true: MS in CS at Stanford; joined Google in 2003 and helped lead the team that co-created Google Maps; co-founded and was CEO of FriendFeed, which was successfully sold to Facebook in 2009; became CTO of Facebook until 2012; and finally co-founded and is currently CEO of startup Quip , which recently raised $30 million from Greylock and Benchmark.

As a designer its crucial to understand the technology you're working with in order to know its limitations and capabilities. Smashing Magazine agrees with me on this. The tricky thing is that most resources for learning new technologies are made by technicians for technicians.

After you read this you'll know more than the average bear about blockchains. What follows are 9 things I've learned while immersed in blockchain and ledger over the last two years. Consider it a primer for those embarking on blockchain endeavours.

The 13 Network Effects & How They Actually Work

Neil Roseman is downright tired of hearing Silicon Valley companies say they "hire only the best and the brightest." No matter how many times they say it, most still make decisions based on gut feel, basic credentials, GPAs, ivy league educations, flashy company names - even SAT scores. Roseman objects.

One must have chaos within oneself, to give birth to a dancing star. - Friedrich Nietzsche By now you must have received the official RethinkDB onboarding booklet. It is a document written by lawyers designed to have you meet minimal compliance to minimal standards.

A step-by-step guide to help you tackle challenges like a designer

Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8! You can also read this article in 日本語, Português, Português...

One of the widely used natural language processing task in different business problems is "Text Classification". The goal of text classification is to automatically classify the text documents into one or more defined categories. Some examples of text classification are: Understanding audience sentiment from social media, Detection of spam and non-spam emails, Auto tagging of customer queries, and Categorization of news articles into defined topics.

I've recently become obsessed with the sheer amount of development activity happening on sites like GitHub. As a first project on working with this data, I thought it would be fun to rank all the programming languages by counting how many people on GitHub use each language.

"No one says 'Maintain power control packages' except those who wrote the institution's official discourse and those who seek to identify with the institution in order to gain employment," Faigley writes. The language of the resume establishes and enforces the power relationship between the candidate and their would-be employer, he says, as "an initial gesture of subservience, like a dog presenting its neck."

How do you build a great product that impacts the lives of millions of people with just a small engineering team? That's a question I've often thought long and hard about during my years at Quora a...

The blockchain is a digital, decentralised, distributed ledger. Most explanations for the importance of the blockchain start with Bitcoin and the history of money. But money is just the first use case of the blockchain. And it is unlikely to be the most important.

The Math behind every deep learning program. Deep Learning is a subdomain of machine learning, concerned with the algorithm which imitates the function and structure of the brain called the artificial neural network. Linear algebra is a form of continuous rather than discrete mathematics, many computer scientists have little experience with it.

Reflecting on my first Python program Reflection is always a helpful (and sometimes entertaining ) exercise. For nostalgia's sake - if one can be nostalgic for something 2 years old- I wanted to share my first Python program. I initially picked up Python as an aerospace engineering student to avoid spreadsheets and little did I know how good a decision this would turn out to be.

Machine learning practitioners have different personalities. While some of them are "I am an expert in X and X can train on any type of data," where X = some algorithm, others are "right tool for the right job" people.

Introduction Tree based learning algorithms are considered to be one of the best and mostly used supervised learning methods. Tree based methods empower predictive models with high accuracy, stability and ease of interpretation. Unlike linear models, they map non-linear relationships quite well. They are adaptable at solving any kind of problem at hand (classification or regression).

Microservices is an architecture in which different component pieces of a software design are created and housed as individual, isolated services. Each is deployed separately and they communicate through well-defined network-based interfaces. Microservices are intended to be "small" (loosely defined) and kept to a single bounded context. There are many benefits to microservices.

This is a guest post by KC TAM on Using Various Tools for Smart Contract Development: Remix, Web3 on TestRPC. I recently read a good article on Blockgeeks, in which Ameer is trying to put everything about coding Decentralized Applications into one masterpiece. What a very ambitious and great work it is!

"Do you validate parking?" I had asked a job candidate at a previous company if they had any questions for me. And this was the sole question from the product manager I was interviewing. Flabbergasting. Product managers are supposed to be curious and inquisitive.

There's an all-too-common cycle in tech these days. Startup avoids management. Founder makes all the decisions. Startup gets traction. Hiring takes off. Management is suddenly needed. Founder turns to his best engineer: "I'm drowning. Can you manage this team for me?"

1. Why take-home coding challenges are better than the alternatives, and you should love them 2. The drawbacks of take-home coding challenges 3. The basic types of take-home coding challenges 4. Mistakes to avoid making when given a take-home coding challenge 5. Get organized: how to plan before you write a line of code 6.

To understand the transformation that's being brought about by blockchain technology, it's useful to start with its largest implementation to date: bitcoin. In the fall of 2014 my colleague Catherine Tucker and I conducted a large-scale experiment at MIT, in which 4,494 undergraduate students were offered access to bitcoin.

The field of Data Science is constantly growing, enabling businesses to become more data-driven with better insights and knowledge. Whether you're a professional working in the field of data science or a student, take a look at these Top 20 Data Science Blogs that are frequently updated and with the highest number of followers.

Learn to identify them, make habits to avoid them Let me make one thing clear first. If you are a beginner programmer, this article is not meant to make you feel bad about the mistakes that you might be making but rather to make you aware of them, teach you to spot signs of them, and remind you to avoid them.

Do you like making money at the push of a button? How about working from home in your underwear? Do you hate corporate meetings worse than the plague? Would you rather be traveling the world, having adventures and sleeping on a beach in Thailand than grinding your life away in an office for fifty years?

Approximately 365 days ago, I sat around thinking, "How can I get better at programming? How can I learn more? How do I learn?" Growing up in the heart of Silicon Valley, I saw people who were building mind-blowing projects, and I wanted to be able to do that too.

Difficult work is often the most rewarding. This is especially true for those in leadership roles. I am incredibly proud of our software and the high-growth business we built at Aha! - but I am even more proud of the leaders we have helped grow.

Like many designers, I started my career as a Graphic Designer. I dealt in picas, carried Pantone books, and swore to measure twice and cut once. Then the web came along and with it came Web Designers. We had to become acquainted with HTML, CSS, Javascript and we're still trying to keep up with the right way to build for it.

We're going to use the Python Flask Framework. It's a micro-framework and it makes it easy to map endpoints to Python functions. This allows us talk to our blockchain over the web using HTTP requests. We'll create three methods: /transactions/new to create a new transaction to a block /mine to tell our server to mine a new block.

Few occasions during the ideation phase will ever be as anticipated and well-attended as the unveiling of a new design concept. It's like your own Apple Keynote - there you are sporting New Balance shoes and a black turtleneck. When done right, concept designs are a glimpse into the future of your product.

When kicking off your next big project, add a "pre-mortem" to the agenda to encourage team members/stakeholders to learn from past challenges and recognize problems before they derail the project.

If you can't sell it, don't build it If you can't build it, don't sell it The single necessary and sufficient condition for a business, says MIT's Bill Aulet, is a paying customer.

Have you ever heard of SEMA? It's a fairly esoteric system for measuring how good a software team is. No, wait! Don't follow that link! It will take you about six years just to understand that stuff. So I've come up with my own, highly irresponsible, sloppy test to rate the quality of a software...

For more than 250 years the fundamental drivers of economic growth have been technological innovations. The most important of these are what economists call general-purpose technologies - a category that includes the steam engine, electricity, and the internal combustion engine. Each one catalyzed waves of complementary innovations and opportunities.

After running tests for a while, you'll find yourself throwing away mountains of design work for just a handful of meaningful improvements. Do that enough, and you'll notice something: Maybe design isn't such a special endeavor after all! The truth is...a lot of design is ephemeral, malleable, disposable... garbage.

Gillian is the first product manager at a fifteen-person startup that just raised a $5M Series A round. Having spent years in the startup trenches, she's technically competent, meticulous, and a great communicator. She's a Type A product manager, and she's up for a challenge. She needs to be.

This resource is designed primarily for beginner to intermediate data scientists or analysts who are interested in identifying and applying machine learning algorithms to address the problems of their interest. A typical question asked by a beginner, when facing a wide variety of machine learning algorithms, is "which algorithm should

In the tech industry, the dog eat dog world is not always a bad thing. Companies acquire other companies as a natural way for both to grow. But for smart home hardware company Nest, acquisitions have been challenging. Both of the acquisitions they took part in-when Google acquired them, and when they subsequently acquired Dropcam-were ...

The first two eras of the internet During the first era of the internet - from the 1980s through the early 2000s - internet services were built on open protocols that were controlled by the internet community. This meant that people or organizations could grow their internet presence knowing the rules of the game wouldn't change later on.

My phone buzzed. I was somewhere in Iceland. More than ten miles from my car and any other human being. Holding a phone with a dying battery. I turned it on to check Google Maps. "Spotify added 2 tracks to the playlist Afternoon Acoustic". Perfect timing.

An exclusive inside look at how artificial intelligence and machine learning work at Apple. On July 30, 2014, Siri had a brain transplant. Three years earlier, Apple had been the first major tech company to integrate a smart assistant into its operating system.

The Ethereum community, key developers and researchers and others have always recognized scalability as perhaps the single most important key technical challenge that needs to be solved in order for blockchain applications to reach mass adoption. Blockchain scalability is difficult primarily because a typical blockchain design requires every node in the network to process every ...

Several of our engineers, myself included, have spent a substantial portion of the past year working on building low level Ethereum infrastructure at BitGo. We've encountered a plethora of challenges along the way; in this post we'll cover some of the more interesting ones.

Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8! You can also read this article in 日本語, Português, Português...