Readings

EMAB Tutoring

Engineering Master’s Advisory Board (EMAB) has announced Tutoring Program for master’s students in Machine Learning. This program will serve as a resource to help students strengthen their skills in the area. Students can drop in at one of our sessions whenever they need help - no commitment required and free of charge. If a student is interested in this program, they are encouraged to learn about our program at https://pennemab.weebly.com/tutoring.html

Probability Resources

Linear Algebra Resources

Python Resources

Throughout the course, you may find it useful to consult the following resources:

For a more advanced treatment of machine learning topics, I would recommend one of the following books:

Some useful articles

Software