m-clark/book-of-models
Spells for everyday living, also a book -- Models Demystified -- now available!
This project is a companion to a book designed to help you grasp how various predictive models function. It simplifies complex concepts, taking you from basic linear regression to advanced deep learning, using clear examples. It's for anyone in data science, analytics, or research who uses models but struggles with understanding their inner workings and practical applications.
No commits in the last 6 months.
Use this if you want to build a strong, practical foundation in understanding how different predictive models work and how to apply them effectively.
Not ideal if you are looking for a software tool or library to implement models without needing to understand the underlying theory.
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Python
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Last pushed
Sep 04, 2025
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