Keras for Beginners

A beginner-friendly series on using Keras to build, train, and evaluate Neural Networks in Python.

Keras for Beginners: Implementing a Recurrent Neural Network

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

One-Hot Encoding, Explained

A simple guide on the what, why, and how of One-Hot Encoding.

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.

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.