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Neural Networks From Scratch

Series

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

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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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A Simple Explanation of the Softmax Function

Machine Learning

What Softmax is, how it's used, and how to implement it in Python.

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Mailchimp to Sendy: How I Cut Email Costs by 100x

Blogging

Mailchimp was getting too expensive, so I moved this blog's newsletter to Sendy.

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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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Using Flow to Type Check a Node.js Codebase

Javascript

Integrating the Flow static type checker with a Javascript backend.

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Should You Static Type Check Your Javascript?

Javascript

The pros and cons of using a static type checker for Javascript.

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A Simple Explanation of Information Gain and Entropy

Machine Learning

What Information Gain and Information Entropy are and how they're used to train Decision Trees.

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