| Sl.No | Chapter Name | MP4 Download |
|---|---|---|
| 1 | Introduction to AI Systems Hardware part 1 | Download |
| 2 | Introduction to AI Systems Hardware - part 2 | Download |
| 3 | Introduction to AI Accelerators,GPUs | Download |
| 4 | Introduction to Operating Systems, Virtualization, Cloud - part 1 | Download |
| 5 | Introduction to Operating Systems, Virtualization, Cloud part 2 | Download |
| 6 | Introduction to Containers and IDE Dockers part1 | Download |
| 7 | Introduction to Containers and IDE Dockers part 2 | Download |
| 8 | Scheduling and Resource Management part 1 | Download |
| 9 | Scheduling and Resource Management part 2 | Download |
| 10 | "DeepOps: Deep Dive into Kubernetes with deployment of various AI based Services." Part 1 | Download |
| 11 | "DeepOps: Deep Dive into Kubernetes with deployment of various AI based Services." Part 2 | Download |
| 12 | "DeepOps: Deep Dive into Kubernetes with deployment of various AI based Services Session II part1" | Download |
| 13 | "DeepOps: Deep Dive into Kubernetes with deployment of various AI based Services Session II part 2" | Download |
| 14 | Design principles for Building High Performance Clusters part 1 | Download |
| 15 | Design principles for Building High Performance Clusters part 2 | Download |
| 16 | Design principles for Building High Performance Clusters part 3 | Download |
| 17 | Design principles for Building High Performance Clusters part 4 | Download |
| 18 | Introduction to Pytorch part 1 | Download |
| 19 | Introduction to Pytorch part 2 | Download |
| 20 | Introduction to Pytorch part 3 | Download |
| 21 | Introduction to Pytorch part 4 | Download |
| 22 | Profiling with DLProf Pytorch Catalyst part 1 | Download |
| 23 | Profiling with DLProf Pytorch Catalyst part 2 | Download |
| 24 | Introduction to TensorFlow part 1 | Download |
| 25 | Introduction to TensorFlow part 2 | Download |
| 26 | Accelerated TensorFlow Part 1 | Download |
| 27 | Accelerated TensorFlow Part 2 | Download |
| 28 | Accelerated TensorFlow - XLA Approach Part 1 | Download |
| 29 | Accelerated TensorFlow - XLA Approach part 2 | Download |
| 30 | Optimizing Deep learning Training: Automatic Mixed Precision part 1 | Download |
| 31 | Optimizing Deep learning Training: Automatic Mixed Precision part 2 | Download |
| 32 | Optimizing Deep learning Training: Transfer Learning part 1 | Download |
| 33 | Optimizing Deep learning Training: Transfer Learning part 2 | Download |
| 34 | Fundamentals of Distributed AI Computing Session 1 Part 1 | Download |
| 35 | Fundamentals of Distributed AI Computing Session 1 Part 2 | Download |
| 36 | Fundamentals of Distributed AI Computing Session 2 Part 1 | Download |
| 37 | Fundamentals of Distributed AI Computing Session 2 Part 2 | Download |
| 38 | Distributed Deep Learning using Tensorflow and Horovod | Download |
| 39 | Challenges with Distributed Deep Learning Training Convergence | Download |
| 40 | Fundamentals of Accelerating Deployment part 1 | Download |
| 41 | Fundamentals of Accelerating Deployment part 2 | Download |
| 42 | Accelerating neural network inference in PyTorch and TensorFlow part 1 | Download |
| 43 | Accelerating neural network inference in PyTorch and TensorFlow part 2 | Download |
| 44 | Accelerated Data Analytics part 1 | Download |
| 45 | Accelerated Data Analytics part 2 | Download |
| 46 | Accelerated Data Analytics part 3 | Download |
| 47 | Accelerated Data Analytics part 4 | Download |
| 48 | Accelerated Machine Learning | Download |
| 49 | Scale Out with DASK | Download |
| 50 | Web visualizations to GPU accelerated crossfiltering part 1 | Download |
| 51 | Web visualizations to GPU accelerated crossfiltering part 2 | Download |
| 52 | Accelerated ETL Pipeline with SPARK part 1 | Download |
| 53 | Accelerated ETL Pipeline with SPARK part 2 | Download |
| 54 | Applied AI: Smart City ( Intelligent Video Analytics) Session 1 part 1 | Download |
| 55 | Applied AI: Smart City ( Intelligent Video Analytics) Session 1 part 2 | Download |
| 56 | Applied AI: Smart City ( Intelligent Video Analytics) Session 2 Deepstream part 1 | Download |
| 57 | Applied AI: Smart City ( Intelligent Video Analytics) Session 2 Deepstream part 2 | Download |
| 58 | Applied AI : Health care Session I part 1 | Download |
| 59 | Applied AI : Health care Session I part 2 | Download |
| 60 | Applied AI : Health care Session II part 1 | Download |
| 61 | Applied AI : Health care Session II part 2 | Download |
| Sl.No | Chapter Name | English |
|---|---|---|
| 1 | Introduction to AI Systems Hardware part 1 | Download Verified |
| 2 | Introduction to AI Systems Hardware - part 2 | Download Verified |
| 3 | Introduction to AI Accelerators,GPUs | PDF unavailable |
| 4 | Introduction to Operating Systems, Virtualization, Cloud - part 1 | PDF unavailable |
| 5 | Introduction to Operating Systems, Virtualization, Cloud part 2 | PDF unavailable |
| 6 | Introduction to Containers and IDE Dockers part1 | PDF unavailable |
| 7 | Introduction to Containers and IDE Dockers part 2 | PDF unavailable |
| 8 | Scheduling and Resource Management part 1 | PDF unavailable |
| 9 | Scheduling and Resource Management part 2 | PDF unavailable |
| 10 | "DeepOps: Deep Dive into Kubernetes with deployment of various AI based Services." Part 1 | PDF unavailable |
| 11 | "DeepOps: Deep Dive into Kubernetes with deployment of various AI based Services." Part 2 | PDF unavailable |
| 12 | "DeepOps: Deep Dive into Kubernetes with deployment of various AI based Services Session II part1" | PDF unavailable |
| 13 | "DeepOps: Deep Dive into Kubernetes with deployment of various AI based Services Session II part 2" | PDF unavailable |
| 14 | Design principles for Building High Performance Clusters part 1 | PDF unavailable |
| 15 | Design principles for Building High Performance Clusters part 2 | PDF unavailable |
| 16 | Design principles for Building High Performance Clusters part 3 | PDF unavailable |
| 17 | Design principles for Building High Performance Clusters part 4 | PDF unavailable |
| 18 | Introduction to Pytorch part 1 | PDF unavailable |
| 19 | Introduction to Pytorch part 2 | PDF unavailable |
| 20 | Introduction to Pytorch part 3 | PDF unavailable |
| 21 | Introduction to Pytorch part 4 | PDF unavailable |
| 22 | Profiling with DLProf Pytorch Catalyst part 1 | PDF unavailable |
| 23 | Profiling with DLProf Pytorch Catalyst part 2 | PDF unavailable |
| 24 | Introduction to TensorFlow part 1 | PDF unavailable |
| 25 | Introduction to TensorFlow part 2 | PDF unavailable |
| 26 | Accelerated TensorFlow Part 1 | PDF unavailable |
| 27 | Accelerated TensorFlow Part 2 | PDF unavailable |
| 28 | Accelerated TensorFlow - XLA Approach Part 1 | PDF unavailable |
| 29 | Accelerated TensorFlow - XLA Approach part 2 | PDF unavailable |
| 30 | Optimizing Deep learning Training: Automatic Mixed Precision part 1 | PDF unavailable |
| 31 | Optimizing Deep learning Training: Automatic Mixed Precision part 2 | PDF unavailable |
| 32 | Optimizing Deep learning Training: Transfer Learning part 1 | PDF unavailable |
| 33 | Optimizing Deep learning Training: Transfer Learning part 2 | PDF unavailable |
| 34 | Fundamentals of Distributed AI Computing Session 1 Part 1 | PDF unavailable |
| 35 | Fundamentals of Distributed AI Computing Session 1 Part 2 | PDF unavailable |
| 36 | Fundamentals of Distributed AI Computing Session 2 Part 1 | PDF unavailable |
| 37 | Fundamentals of Distributed AI Computing Session 2 Part 2 | PDF unavailable |
| 38 | Distributed Deep Learning using Tensorflow and Horovod | PDF unavailable |
| 39 | Challenges with Distributed Deep Learning Training Convergence | PDF unavailable |
| 40 | Fundamentals of Accelerating Deployment part 1 | PDF unavailable |
| 41 | Fundamentals of Accelerating Deployment part 2 | PDF unavailable |
| 42 | Accelerating neural network inference in PyTorch and TensorFlow part 1 | PDF unavailable |
| 43 | Accelerating neural network inference in PyTorch and TensorFlow part 2 | PDF unavailable |
| 44 | Accelerated Data Analytics part 1 | PDF unavailable |
| 45 | Accelerated Data Analytics part 2 | PDF unavailable |
| 46 | Accelerated Data Analytics part 3 | PDF unavailable |
| 47 | Accelerated Data Analytics part 4 | PDF unavailable |
| 48 | Accelerated Machine Learning | PDF unavailable |
| 49 | Scale Out with DASK | PDF unavailable |
| 50 | Web visualizations to GPU accelerated crossfiltering part 1 | PDF unavailable |
| 51 | Web visualizations to GPU accelerated crossfiltering part 2 | PDF unavailable |
| 52 | Accelerated ETL Pipeline with SPARK part 1 | PDF unavailable |
| 53 | Accelerated ETL Pipeline with SPARK part 2 | PDF unavailable |
| 54 | Applied AI: Smart City ( Intelligent Video Analytics) Session 1 part 1 | PDF unavailable |
| 55 | Applied AI: Smart City ( Intelligent Video Analytics) Session 1 part 2 | PDF unavailable |
| 56 | Applied AI: Smart City ( Intelligent Video Analytics) Session 2 Deepstream part 1 | PDF unavailable |
| 57 | Applied AI: Smart City ( Intelligent Video Analytics) Session 2 Deepstream part 2 | PDF unavailable |
| 58 | Applied AI : Health care Session I part 1 | PDF unavailable |
| 59 | Applied AI : Health care Session I part 2 | PDF unavailable |
| 60 | Applied AI : Health care Session II part 1 | PDF unavailable |
| 61 | Applied AI : Health care Session II part 2 | PDF unavailable |
| Sl.No | Language | Book link |
|---|---|---|
| 1 | English | Not Available |
| 2 | Bengali | Not Available |
| 3 | Gujarati | Not Available |
| 4 | Hindi | Not Available |
| 5 | Kannada | Not Available |
| 6 | Malayalam | Not Available |
| 7 | Marathi | Not Available |
| 8 | Tamil | Not Available |
| 9 | Telugu | Not Available |