| Num. | Topics | Files |
| 1 | Introduction | Notes |
| 2 | Properties of differential privacy | Notes |
| 3 | Basic tools | Notes |
| 4 | Chernoff and Hoeffding bounds | Notes |
| 5 | Composition | Notes |
| 6 | Local differential privacy | Notes |
| 7 | Histograms + continual observation | Notes |
| 8 | The shuffle model | Notes |
| 9 | Private empirical risk minimization | Notes |
| 10 | Projected gradient decent | Notes |
| 11 | The interior point problem + amplification by subsampling | Notes |
| 12 | Private PAC learning | Notes |
| 13 | Private multiplicative weights | Notes |