Posts by Category

• Intermediate 4
• Beginner 2
• Advanced 1

Intermediate

Normalizer and TF-IDF in NLP

3 minute read

In this post, we explore how Normalizer and TF-IDF work in Natural Language Processing, focusing on their differences and when to use them.

Fixing Common Issues When Setting Up Jekyll & GitHub Pages on macOS

1 minute read

This guide walks you through troubleshooting Jekyll and GitHub Pages on macOS and getting your blog up and running.

Video Games Sales Data Analysis

13 minute read

In this post we explore the Video Games sales dataset, and try to perform a data exploration on that source.

5 awesome tips about Pandas

10 minute read

5 awesome tips about Pandas

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Beginner

The Importance of Preprocessing in a Machine Learning Pipeline

6 minute read

In this post we explore standard preprocessing techniques that should be used as first step in a Machine Learning Pipeline.

Wrangling Financial Returns with Pandas

8 minute read

Wrangling Financial Returns with Pandas

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Advanced

An Introduction to Approximate Bayesian Computation

8 minute read

An Introduction to Approximate Bayesian Computation

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