- How is CSCI 1420 Different from Similar Courses at Brown?
- Course Missive
- Collaboration Policy
- Homework LaTeX template
- Project Report Template
- Anonymous Feedback Form
- Textbook: Understanding Machine Learning: From Theory to Algorithms Shalev-Shwartz, Ben-David 2014
- Previous Textbook (not required): Pattern Recognition and Machine Learning. C. Bishop, Springer, 2007.
Python & Numpy
- See Homework 0 for course specific installation instructions.
- Other Numpy Tutorials: Getting Started With Numpy, CS231 Python Numpy Tutorial
- Wikibooks LaTeX Manual, especially the sections on mathematics, lists, importing graphics, and floats and figures.
- LaTeX tutorial videos prepared by Joe DiNoto.
- Texmaker and Kile are LaTeX editors available on department workstations, and via most linux package managers.
- MacTeX and MiKTeX make it easy to install integrated LaTeX environments on your Mac or Windows computer.