CS97 Introduction to Data Science

Textbooks (Optional):

• Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies — by John D. Kelleher, Brian Mac Namee, and Aoife D’Arcy

• Machine Learning: An Algorithmic Perspective, Second Edition — by Stephen Marsland

• Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython, O’Reilly Media, 2012 — by Wes McKinney

• Probabilistic Programming and Bayesian Methods for Hackers, 2015 — by Cameron Davidson-Pilon