For Beginners

The Best Programming Languages for Machine Learning

Guest Post by Owen Leeks

A survey of the best programming languages for Artificial Intelligence and Machine Learning.

An Introduction to Python's Collections module

Guest Post by Pankaj Kumar

An overview of 5 important container objects from the collections module.

Easy Visual Question Answering

Co-Authored by Phillip Wang

A gentle introduction to Visual Question Answering (VQA) using neural networks.

A Simple Explanation of the Bag-of-Words Model

A quick, easy introduction to the Bag-of-Words model and how to implement it in Python.

Git Aliases I Use (Because I'm Lazy)

I really dislike typing out git commands, even the short ones.

Keras for Beginners: Implementing a Convolutional Neural Network

A beginner-friendly guide on using Keras to implement a simple Convolutional Neural Network (CNN) in Python.

Neural Networks From Scratch

A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks.

An Introduction to Recurrent Neural Networks for Beginners

A simple walkthrough of what RNNs are, how they work, and how to build one from scratch in Python.