Data Science from Scratch
First Principles with Python
Joel Grus
The book introduces fundamental concepts of data science, such as statistics, probability, and machine learning algorithms, using Python code examples. It provides a hands-on approach to learning by building tools and models from scratch, aiming to give readers a deeper understanding of how data science methods work under the hood.
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