Changes in the Second Edition
The second edition mainly updates all the code and libraries to the latest versions at the time of writing. Most of the code form the first edition was unaffected. Bits of the plotting code and machine learning data modeling code ended up changing over the years and were updated.
From a pedagogical perspective, the main Pandas chapters have also been updated with proper learning objectives, and the introductory chapters have accompanying concept maps to help educators plan a learning path, and for learners to visualize how concepts are related to one another. These were all topics I’ve learned about while doing my dissertation, and I hope they become useful for learners and educators. The book also includes access ...
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