Case Study: Topping the Charts with Spotify
This is the Case Study for Predicting with Probability. In it, you will use Spotify data and probability distributions to recommend songs listeners will love and spot the next song to hit the Top 100.
7 LessonsPredicting with Probability Capstone
Course description
Use Spotify data and probability distributions to build a recommendation engine filled with songs listeners will love. Then use this data to pinpoint which features will help an artist break into the Top 100.
Topics covered
- Probability as counting
- Probability Mass Functions (PMF)
- Cumulative Distribution Functions (CDF)
- Conditional Probability
- Joint Probability
- The Law of Total Probability
- Bayes’ Theorem, Normalization