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Giulio’s Substack

Giulio Donninelli

Hi, I'm Giulio, a 22-year-old Italian student. I'm excited to share my journey as a Data Science undergraduate through a series of weekly posts.

Platform
Substack
PricingOnly free issues
PublishesWeeklyIssues21
SubscribersRead giuliodonninelli.substack.com

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Naive Bayes: The Simple Algorithm That Keeps Beating the Odds

This is a two-part post. The first part, which will be published on , provides an in-depth look at the Bayesian classifier and why it is theoretically the best classifier among all. I highly recommend checking it out for a deeper understand...

a month ago
7
0

Approximating Globally Isn’t Always the Best Idea: Understanding Random Projections

Continuing with the series of dimensionality reduction algorithms, one noteworthy procedure is random projections.

2 months ago
5
0

Exploring Dimensionality Reduction with NMF

Beyond PCA, there are many algorithms designed to reduce the dimensionality of data while retaining important information. Even a basic calculation, like taking the average, can be seen as a dimensionality reduction method. While reducing a...

2 months ago
4
0

A Comprehensive Guide to Self-Organizing Maps (Kohonen Networks) for Dimensionality Reduction

The Self-Organizing Maps (also known as Kohonen maps, named after their inventor Teuvo Kohonen) are a fundamental neural network algorithm. Although their initial goal was different, this unsupervised machine learning technique has gained i...

2 months ago
8
0

Authors

The writers behind this newsletter.

  • Giulio Donninelli
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