A Simple Explanation of the Bag-of-Words Model

Machine Learning

A quick, easy introduction to the Bag-of-Words model and how to implement it in Python.

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Sendy is Insecure: How Not to Implement reCAPTCHA

Security

Sendy's reCAPTCHA implementation doesn't do anything.

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Git Aliases I Use (Because I'm Lazy)

Programming

I really dislike typing out git commands, even the short ones.

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Avoid Premature Optimization

Best Practices

How I fell into the trap of premature optimization, the root of all evil.

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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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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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