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