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Index of Best AI/Machine Learning Resources

Artificial Intelligence/Machine Learning field is getting a lot of attention right now, and knowing where to start can be a little difficult.<p>I’ve …

Machine Learning

Big Data with R

Presentation at the <b>Symposium on Data Science and Statistics</b> (SDSS) 2018<p><i>Abstract:</i> A review of techniques and R packages to aid in the success of Big …

The Practical Test Pyramid

The Test Pyramid has become a well-used part of software development. But many people still struggle with how to use it in practice. My colleague Ham …

Software Development

KDnuggets™ News 18:n07, Feb 14: 5 Machine Learning Projects You Should Not Overlook; Intro to Python Ensembles

5 Machine Learning Projects You Should Not Overlook; Introduction to Python Ensembles; Which Machine Learning Algorithm be used in year 2118?; …

Towards a JavaScript API Specification

In the past few years OpenAPI (formerly Swagger) has become a de-facto standard for describing REST APIs, while a format for non-REST APIs is still …

JavaScript

Tensorflow Project Template

A simple and well designed structure is essential for any Deep Learning project, so after a lot of practice and contributing in tensorflow projects …

Netflix codes: The secret numbers that unlock thousands of hidden films and TV shows

Netflix's incredibly niche, personalised subgenres have long captivated movie nerds, from "Steamy Crime Movies from the 1970s" to "Period Pieces About Royalty Based on Real Life".<p>The genres, based on a complicated algorithm that uses reams of data about users' viewing habits to recommend exactly …

Decrease boilerplate code for API automation using Rest Assured and BDD – Darjan Dzamto

In today’s modern development of web and mobile application, the applications need to communicate with the backend in a secure and organized way. …

A Practical Guide to XXE Attack

Introduction to XML<p>XML (Extensible Mark-up Language) is used to create user-defined tags, unlike HTML which consists of pre-defined tags. It is …

Using a GraphQL schema to supercharge team collaboration

<i>How we use a GraphQL schema to dramatically simplify syncing between back-end and front-end.</i><p>A single source of truth for app data<p>Ropig is built with …

JavaScript code coverage

What is it?Code coverage provides information about whether, and optionally how often certain parts of an application have been executed. It’s …

The Curious Case of Caching CSRF Tokens

It is now commonly accepted as fact that web performance is critical for business. Slower sites can affect conversion rates on e-commerce stores, …

The Debugging Golden Rule

Don't question others until you've questioned yourself.<p>Developers, especially new developers, often forget this when debugging. We jump into the …

Java 8: The Bad Parts

Java 8 got many things right, and some things... not right. Apart from commonly recognized Java 8 caveats, there are a few which feel especially …

JavaScript Everywhere with Riaz Virani, Presented by Atlanta JavaScript

graphql-yoga

Fully-featured GraphQL Server with focus on easy setup, performance & great developer experience<p>Overview<p><b>Easiest way to run a GraphQL server:</b> Sensible …

Securing real time applications with JSON Web Tokens

As we have seen in a previous article we developed real-time capability in Tuleap for Kanban and Test Management modules, using WebSocket and Node.js …

How I structure my React component files

• Everyone does it differently<br>• There’s no “right way”, but there are always “better ways”<br>• Here’s how I do it (applies to both React and React …

Thorough Introduction to Apache Kafka™

A deep dive into a system that serves as the heart of many companies’ architecture<p>Introduction<p>Kafka is a word that gets heard a lot nowadays… A lot …

Software Development

React Performance Devtool

A devtool for inspecting the performance of React Components<p>Table of contents<p>Introduction<p>Demo<p>Browser extension<br>• Log the measures to …

cloud-based data mining, text mining, forecasting, predictive analytics - cloud-based data mining, text mining, forecasting, predictive analytics

Get and Transform Data<p>Easily retrieve or sample data or text from CSV or Excel files, SQL databases, or Apache Spark Big Data clusters.<p>Handle missing …

Data Science

How long should you keep important documents?

Getting rid of documents properly can be key to protecting your personal information online and off.<p>As your financial life gets more complicated, …

Getting data from the web: scraping

Web scraping<p>What if data is present on a website, but isn’t provided in an API at all? It is possible to grab that information too. How easy that is …

Python Programming

Top 10 Tools for JavaScript Development

JavaScript holds a firm ground today as one of the most popular programming languages. It is also highly dynamic, constantly evolving and expanding …

Node.JS Top 10 Articles for the Past Month (v.Nov 2017)

<b>For the past month,</b> we’ve ranked nearly 1,000 Node.JS articles to pick the Top 10 stories that can help advance your career (1% chance to be picked …

Inclusive Web Design Checklist

Aims to be the <b>biggest</b> checklist of inclusive design considerations for the web <i>ever</i>. Includes items for accessibility, performance, device support, …