- Introduction to Machine Learning & Mathematical preliminaries
- Classification
- Regression
- Clustering
- Deep Learning & Neural Networks
- Miscellaneous Unsupervised Learning
- Text Mining
- Machine Learning models in production
- Case Studies & Data Science Storytelling