A Great Intro to Machine Learning
CS4641 has been a really great experience. The class covers a broad range of introductory ML techniques through lecture which culminate in a large group project. My team worked on using the Million Song Database to look at the feasability of creating taylored running playlists. Some of the largest tasks I owned while working on the project were:
- Combining the SQL database with the genre data into a csv
- Understanding the online example scripts for creating & pruning a decision tree
- Creating strong visuals of the decision tree
- Summarizing the results of the unsupervised and supervised methods
For more info on the project look at our Github repository.
Big thanks to my team: Reagan Matthews, Dylan Reese, & David Wen.