Data Science from Scratch: First Principles with Python

Unlock the power of data science with Data Science from Scratch by Joel Grus! This paperback guide (ISBN 9781491904404) teaches you the fundamentals using Python. No math degree required! Learn essential concepts like linear algebra, statistics, and machine learning through hands-on examples. Master data visualization, probability, and hypothesis testing. Dive into data collection, cleaning, and manipulation. Explore machine learning models such as Naive Bayes, linear regression, and clustering. Perfect for aspiring data scientists and beginners, this book provides a practical and accessible path to understanding and applying data science principles. Transform raw data into valuable insights with this comprehensive and easy-to-follow resource!