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Mentioned in 1 episodes

Python Data Science Handbook

Book • 2017
This book is a reference manual and learning resource that teaches statistical and analysis methods crucial to data science.

It covers topics such as Exploratory Data Analysis, data manipulation with Pandas, visualization with Matplotlib, and an introduction to Machine Learning with Scikit-Learn.

The book is designed for readers with a basic programming background and some statistics knowledge, although the latter is not strictly necessary.

Mentioned by

Mentioned in 1 episodes

Mentioned by
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Hugo Bowne-Anderson
while discussing his mathematical background and transition into applied fields.
Episode 42: Learning, Teaching, and Building in the Age of AI
Recommended by Daniel Whitenack as a learning resource covering Python, data manipulation, visualization, and machine learning.
Clothing AI in a data fabric

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