| 1 | Probability part 1 | PDF unavailable |
| 2 | Probability part 2 | PDF unavailable |
| 3 | Probability part 3 | PDF unavailable |
| 4 | Math Foundation part 1 | PDF unavailable |
| 5 | Math Foundation part 2 | PDF unavailable |
| 6 | Math Foundation part 3 | PDF unavailable |
| 7 | Math Foundation 2 part 1 | PDF unavailable |
| 8 | Math Foundation 2 part 2 | PDF unavailable |
| 9 | Math Foundation 2 part 3 | PDF unavailable |
| 10 | Introduction to probability for Data science part 1 | PDF unavailable |
| 11 | Introduction to probability for Data science part 2 | PDF unavailable |
| 12 | Introduction to probability for Data science part 3 | PDF unavailable |
| 13 | Introduction to Statistics for Data science part 1 | PDF unavailable |
| 14 | Introduction to Statistics for Data science part 2 | PDF unavailable |
| 15 | Introduction to Statistics for Data science part 3 | PDF unavailable |
| 16 | Clustering - I part 1 | PDF unavailable |
| 17 | Clustering - I part 2 | PDF unavailable |
| 18 | Clustering - I part 3 | PDF unavailable |
| 19 | Clustering - II part 1 | PDF unavailable |
| 20 | Clustering - II part 2 | PDF unavailable |
| 21 | Clustering - II part 3 | PDF unavailable |
| 22 | Dimensionality Reduction part 1 | PDF unavailable |
| 23 | Dimensionality Reduction part 2 | PDF unavailable |
| 24 | Dimensionality Reduction part 3 | PDF unavailable |
| 25 | Supervised Learning - I part1 | PDF unavailable |
| 26 | Supervised Learning - I part 2 | PDF unavailable |
| 27 | Supervised Learning - I part 3 | PDF unavailable |
| 28 | Supervised Learning - II part 1 | PDF unavailable |
| 29 | Supervised Learning - II part 2 | PDF unavailable |
| 30 | Supervised Learning - II part 3 | PDF unavailable |
| 31 | Supervised Learning - III part 1 | PDF unavailable |
| 32 | Supervised Learning - III part 2 | PDF unavailable |
| 33 | Supervised Learning - III part 3 | PDF unavailable |
| 34 | Linear Models For Classification part 1 | PDF unavailable |
| 35 | Linear Models For Classification part 2 | PDF unavailable |
| 36 | Linear Models For Classification part 3 | PDF unavailable |
| 37 | Tree Based Methods part 1 | PDF unavailable |
| 38 | Tree Based Methods part 2 | PDF unavailable |
| 39 | SVMs part 1 | PDF unavailable |
| 40 | SVMs part 2 | PDF unavailable |
| 41 | SVMs part 3 | PDF unavailable |
| 42 | Ensemble Methods part 1 | PDF unavailable |
| 43 | Ensemble Methods part 2 | PDF unavailable |
| 44 | Ensemble Methods part 2 | PDF unavailable |
| 45 | Learning Theory part 1 | PDF unavailable |
| 46 | Learning Theory part 2 | PDF unavailable |
| 47 | Introduction to Probabilistic Modeling part 1 | PDF unavailable |
| 48 | Introduction to Probabilistic Modeling part 2 | PDF unavailable |
| 49 | Introduction to Probabilistic Modeling part 3 | PDF unavailable |
| 50 | Probabilistic / Bayesian Models for Regression part 1 | PDF unavailable |
| 51 | Probabilistic / Bayesian Models for Regression part 2 | PDF unavailable |
| 52 | Probabilistic / Bayesian Models for Regression part 3 | PDF unavailable |
| 53 | Probabilistic Classification, Latent Variable Models part 1 | PDF unavailable |
| 54 | Probabilistic Classification, Latent Variable Models part 2 | PDF unavailable |
| 55 | Probabilistic Classification, Latent Variable Models part 3 | PDF unavailable |
| 56 | Deep Learning - I part 1 | PDF unavailable |
| 57 | Deep Learning - I part 2 | PDF unavailable |
| 58 | Deep Learning - I part 3 | PDF unavailable |
| 59 | Deep Learning - II part 1 | PDF unavailable |
| 60 | Deep Learning - II part 2 | PDF unavailable |
| 61 | Deep Learning - II part 3 | PDF unavailable |
| 62 | Deep Learning - III part 1 | PDF unavailable |
| 63 | Deep Learning - III part 2 | PDF unavailable |
| 64 | Deep Learning - III part 3 | PDF unavailable |
| 65 | Reinforcement learning - I part 1 | PDF unavailable |
| 66 | Reinforcement learning - I part 2 | PDF unavailable |
| 67 | Reinforcement learning - II part 1 | PDF unavailable |
| 68 | Reinforcement learning - II part 2 | PDF unavailable |
| 69 | Map - Reduce and Spark par 2 | PDF unavailable |
| 70 | Map - Reduce and Spark par 1 | PDF unavailable |
| 71 | Map - Reduce and Spark par 3 | PDF unavailable |
| 72 | Scalable Machine Learning part 1 | PDF unavailable |
| 73 | Scalable Machine Learning part 2 | PDF unavailable |