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Neural Networks From Scratch
A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks.
View SeriesAn 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.
ReadA Simple Explanation of the Softmax Function
What Softmax is, how it's used, and how to implement it in Python.
ReadMailchimp to Sendy: How I Cut Email Costs by 100x
Mailchimp was getting too expensive, so I moved this blog's newsletter to Sendy.
ReadKeras for Beginners: Building Your First Neural Network
A beginner-friendly guide on using Keras to implement a simple Neural Network in Python.
ReadUsing Flow to Type Check a Node.js Codebase
Integrating the Flow static type checker with a Javascript backend.
ReadShould You Static Type Check Your Javascript?
The pros and cons of using a static type checker for Javascript.
Read