PDC4S:\IT\DATA SCIENCE AND MACHINE LEARNING\[Guvi.in] Deep Learning Course\DL#108 - Convolutional Neural Networks

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PDFs12/23/2021 7:34 AM
1. The convolution operation - Setting the Context.ts46,656 KB12/12/2021 12:34 PM
10. From convolution operation to neural networks - How is the convolution operation related to Neural Networks - Part 3.ts20,125 KB12/12/2021 12:34 PM
12. From convolution operation to neural networks - Sparse Connectivity and Weight Sharing.ts17,916 KB12/12/2021 12:34 PM
13. From convolution operation to neural networks - Max Pooling and Non-Linearities.ts41,850 KB12/12/2021 12:34 PM
14. From convolution operation to neural networks - Our First Convolutional Neural Network (CNN).ts24,864 KB12/12/2021 12:34 PM
15. From convolution operation to neural networks - Training CNNs.ts41,010 KB12/12/2021 12:34 PM
16. From convolution operation to neural networks - Summary and what next.ts33,863 KB12/12/2021 12:34 PM
17. CNNs in Pytorch - Outline.ts17,516 KB12/12/2021 12:34 PM
18. CNNs in Pytorch - Loading Data Sets.ts29,569 KB12/12/2021 12:34 PM
19. CNNs in Pytorch - Visualising Weights.ts28,944 KB12/12/2021 12:34 PM
2. The convolution operation - The 1D convolution operation.ts74,548 KB12/12/2021 12:34 PM
20. CNNs in Pytorch - Single Convolutional Layer.ts33,069 KB12/12/2021 12:34 PM
21. CNNs in Pytorch - Deep CNNs.ts36,109 KB12/12/2021 12:34 PM
22. CNNs in Pytorch - LeNet.ts29,050 KB12/12/2021 12:34 PM
23. CNNs in Pytorch - Training Le Net.ts25,542 KB12/12/2021 12:34 PM
24. CNNs in Pytorch - Visualising Intermediate Layers, Exercises.ts17,666 KB12/12/2021 12:34 PM
3. The convolution operation - The 2D Convolution Operation.ts54,378 KB12/12/2021 12:34 PM
4. The convolution operation - Examples of 2D convolution.ts32,142 KB12/12/2021 12:34 PM
5. The convolution operation - 2D convolution with a 3D filter.ts34,140 KB12/12/2021 12:34 PM
6. The convolution operation - Terminilogy.ts22,996 KB12/12/2021 12:34 PM
7. The convolution operation - Padding and Stride.ts29,735 KB12/12/2021 12:34 PM
8. From convolution operation to neural networks - How is the convolution operation related to Neural Networks - Part 1.ts5,177 KB12/12/2021 12:34 PM
9. From convolution operation to neural networks - How is the convolution operation related to Neural Networks - Part 2.ts12,003 KB12/12/2021 12:34 PM