Table of Content

• data-programming-with-python
• Schedule
• Textbook
• Latex in VSCode

data-programming-with-python

Schedule

• Summer 2023: MSA 8010 (Online) Monday and Wednesdays from 7:40 pm -10:10 pm
• Fall 2023: MSA 8010 (In-person) Tuesdays from 7:15 pm – 9:45 pm

Textbook

• Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter 3rd Edition by Wes McKinney

  • Released August 2022
  • Publisher(s): O'Reilly Media, Inc.
  • ISBN: 9781098104030

• Fundamentals of Machine Learning for Predictive Data Analytics by John D. Kelleher, Brian Mac Namee, and Aoife D’Arcy

  • Hardcover: ISBN 9780262029445, 624 pp., July 2015
  • eBook: ISBN 9780262331722, 624 pp., July 2015

• Hands-On Machine Learning with Scikit-Learn and TensorFlow O’Reilly Media, 3rd Edition by Aur´elien G´eron

  • Released October 2022
  • Publisher(s): O'Reilly Media, Inc.
  • ISBN: 9781098125974

• An Introduction to Statistical Learning, with Application in Python (new book)

  • Published July 5, 2023 [link]
  • The lab section of each chapter is implemented in Python. The resources link on the book homepage www.statlearning.com provides jupyter notebooks of these labs as well [resources]

Latex in VSCode

• reference