Hands On Tutorials
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From Zero to Hero using only Python & Ollama (no GPU, no APIKEY)
14 min read -
Billions, visualized to scale using python and HTML
6 min read -
Parquet from scratch: A Python deep dive into a raw parquet file
10 min read -
Visualizing trends and outliers with non-linear color scales
8 min read -
I examined several well-known object detection pipelines and designed one that best suits my needs…
16 min read -
Three real-world SQL patterns that can be applied to many problems
14 min read -
Capturing and reproducing failures in PyTorch training with Lightning
10 min read -
The Next AI Revolution: A Tutorial Using VAEs to Generate High-Quality Synthetic Data
Artificial IntelligenceLeverage the BasicVAE architecture to generate synthetic data and improves the classification accuracy on an…
11 min read -
This post was co-authored with Rafael Guedes. Introduction Traditional models can only process a single…
15 min read -
This is the second in a two-part series on using SQLite for machine learning. In…
12 min read