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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My First 6 Months of Blogging

Blogging

A recap, by the numbers, of the first half of my first year of blogging.

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Minify Your SVGs

Web Development

How I optimize SVGs for this blog and why you probably should, too.

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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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