Data Science from Scratch: First Principles with Python (2nd Edition) by Joel Grus
Updated: Aug 25
Data Science from Scratch book features deep learning, statistics, and natural language processing.
· Get a crash course in Python
· Learn the fundamentals of linear algebra, statistics, and probability—and how and when to use them in data science
· Gather, discover, clean, and deploy data
· Learn the fundamentals of machine learning
· Implement models
· Discover systems, natural language processing, network analysis, MapReduce, and databases
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