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Understanding Compilers — For Humans

Do you click that green run button, but don’t really know what’s going on under the hood? <b>Do you want to know how a programming language works?</b> Let’s …

Compilers

The first principles of programming

It’s often said that there are two ways the human mind views growth: either the fixed mentality or the growth mentality. In the fixed mentality, human growth is a function of destiny: no matter how hard you try, you can never grow beyond what innate factors have prescribed for you. The growth …

An Introduction to Graph Theory and Network Analysis (with Python codes)

Introduction<p>“A picture speaks a thousand words” is one of the most commonly used phrases. But a graph speaks so much more than that. A visual …

Ten Machine Learning Algorithms You Should Know to Become a Data Scientist

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 …

Machine Learning with Python: Easy and robust method to fit nonlinear data

Easy and robust methodology for nonlinear data modeling using Python libraries, pipeline features, and regularization.

Data Science

These are the best books for learning modern statistics—and they’re all free

Statistics came well before computers. It would be very different if it were the other way around.<p>The stats most people learn in high school or college come from the time when computations were done with pen and paper. “Statistics were constrained by the computational technology available at the …

Machine Learning

Binary Trees, Recursion, Tail Call Optimization in JavaScript

<i>You might not know about me that I have conducted tech interviews with over 500 software developers from more than twenty countries with the</i> …

An Introduction to the Study of Calculus

The branch of mathematics studies rates of change<p>Calculus is the study of rates of change. The principals behind calculus date back centuries to the …

Data Structures and Algorithms (DSA): The Intuitive Guide

<b>This is not a freaking textbook.</b> No confusing academic jargon. No long lists of properties to memorize. No proofs. Because that stuff doesn't help …

Machine Learning

How Random Forests improve simple Regression Trees?

(This article was first published on <b>R – insightR</b>, and kindly contributed to R-bloggers)<p><b>By Gabriel Vasconcelos</b><p>Regression Trees<p>In this post I am going …

R Language

TensorFlow for R

Overview<p>The core TensorFlow API is composed of a set of Python modules that enable constructing and executing TensorFlow graphs. The <b>tensorflow</b> …

Former UK.gov IT man and Python king's guide to neural networks

<b>Interview</b> Tariq Rashid on programming AIIf you're going to learn about neural networks, you could do worse than learn it from someone who got five A …

Build your own Machine Learning Visualizations with the new TensorBoard API

Posted by Chi Zeng and Justine Tunney, Software Engineers, Google Brain Team<br>When we open-sourced TensorFlow in 2015, it included TensorBoard, a suite …

Machine Learning: What’s in It for Business?

If an enterprise has Big Data on hand, the urge to convert it into actionable information that would help business thrive seems obvious. Let’s zoom in on how we can apply Machine Learning to business. To illustrate the case, we’ll use the results of a problem-solving session that took place at a …

Top 10 websites for Programmers to learn coding

Top 10

Top 10 JavaScript interview questions of all Time

<b>1. Difference between window.onload and onDocumentReady?</b><p>The onload event does not fire until every last piece of the page is loaded, this includes …

Tutorial for building a Web Application with Amazon S3, Lambda, DynamoDB and API Gateway

I recently attended Serverless Day at the AWS Loft in downtown San Francisco. During the workshop section we built a serverless web application for …

28 FREE Ivy League Computer Science Courses

While Ivy League schools offer some of the best technology courses, they are highly selective and extremely hard to get into. On top of that they can …

The week in .NET – Project File Tools, Maira Wenzel, Mixed Reality in Miami, and links!

Previous posts:<p>Visual Studio extension of the week: Project File Tools<p>The Project File Tools Visual Studio extension provides package name and …

Machine Learning for Humans🤖👶

Simple, plain-English explanations accompanied by math, code, and real-world examples.<p>Roadmap<p><b>Part 1: Why Machine Learning Matters</b><b>.</b> <i>The big picture of</i> …

Machine Learning

How To Become A Machine Learning Engineer: Learning Path

We will walk you through all the aspects of machine learning from simple linear regressions to the latest neural networks, and you will learn not …

Python Data Science Handbook | Python Data Science Handbook

This website contains the full text of the Python Data Science Handbook by Jake VanderPlas; the content is available on GitHub in the form of Jupyter …

AI Superstar Andrew Ng Is Democratizing Deep Learning With A New Online Course

The founder of Google Brain and former head of Baidu’s AI efforts wants to train a giant new workforce to help make “AI the new electricity.”<p>Artificial intelligence could be as important to transforming the economy as electricity was 100 years ago. But for that to happen, the world will need a huge …

Anonymous Recursion in JavaScript

Yes, there is such thing, and I thought it would be an interesting example to share. It features: closures, self-executing functions, arrow …

Decoupling a Monolithic Server Application

In this post, we are going to discuss a common evolution of server-side architecture that many growing companies face. It is a now-legendary …

Microservices

React.JS — Component Data Transfer

React.JS — Component Data Transfer<p>In React JS, there’s often a need to pass data from one component to another. If you are passing data from …

JavaScript

TensorFlow Tutorial For Beginners

<i>Originally published at</i> <i>https://www.datacamp.com/community/tutorials/tensorflow-tutorial</i><p>Deep learning is a subfield of machine learning that is a set …

Introduction to Node.js cloud deployment

When you want to test in a real production environment instead of using your computer as a server and for the deployment of your Node.js application …

Swift Tutorial: Native Machine Learning and Machine Vision in iOS 11

It has arrived. With iOS 11, Apple finally introduced a native machine learning and machine vision framework. This opens up a whole host of new …

How I Built a Fully Functional Deep Learning Neural Network Chatbot Platform (NLU Engine) In Under…

For the last year or so I have been working on a number of Artificial Intelligence programs, covering computer vision and natural linguistics among …