Machine Learning for Beginners: An Introduction to Neural Networks

Machine Learning

A simple explanation of how they work and how to implement one from scratch in Python.

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CNNs, Part 1: An Introduction to Convolutional Neural Networks

Machine Learning

A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.

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Random Forests for Complete Beginners

Machine Learning

The definitive guide to Random Forests and Decision Trees.

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A Simple Explanation of Gini Impurity

Machine Learning

What Gini Impurity is (with examples) and how it's used to train Decision Trees.

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How to Build a Multiplayer (.io) Web Game, Part 1

Game Development

A deep dive into the client-side Javascript of an .io game.

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Keras for Beginners: Building Your First Neural Network

Python

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

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An Introduction to Recurrent Neural Networks for Beginners

Machine Learning

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

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Keras for Beginners: Implementing a Convolutional Neural Network

Python

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

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