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Here are my notes from when I took ML4T in OMSCS during Spring 2020.
Each document in "Lecture Notes" corresponds to a lesson in Udacity. Within each document, the headings correspond to the videos within that lesson. Usually, I omit any introductory or summary videos.
The following textbooks helped me get an A in this course:
Some students have asked for PDF versions of the notes for a simpler, more portable studying experience. The following PDFs are available for download.
This class requires some environment setup. I have recorded the following YouTube walkthroughs, which may be helpful:
If you have any questions, comments, concerns, or improvements, don't hesitate to reach out to me. You can find me at:
OMSCS Notes is made with in NYC by Matt Schlenker.