Deep learning course
Created :
February 23 2021
Updated :
February 23 2021
Academic year : 2020-2021
autre
published
| Title | Created at | Permission | published | visibility | Duration | # Views |
|---|---|---|---|---|---|---|
| dlc-video-4-1-DAG-networks | Tuesday 23 February 2021 | public | visible | 20'33'' | 4119 | |
| dlc-video-4-2-autograd | Tuesday 23 February 2021 | public | visible | 22'12'' | 3749 | |
| dlc-video-4-3-modules-and-batch-processing | Tuesday 23 February 2021 | public | visible | 14'58'' | 3538 | |
| dlc-video-4-4-convolutions | Tuesday 23 February 2021 | public | visible | 22'47'' | 3728 | |
| dlc-video-4-5-pooling | Tuesday 23 February 2021 | public | visible | 05'13'' | 3220 | |
| dlc-video-4-6-writing-a-module | Tuesday 23 February 2021 | public | visible | 09'51'' | 3402 | |
| dlc-video-5-1-cross-entropy-loss | Tuesday 23 February 2021 | public | visible | 16'30'' | 3993 | |
| dlc-video-5-2-SGD | Tuesday 23 February 2021 | public | visible | 25'48'' | 3400 | |
| dlc-video-5-3-optim | Tuesday 23 February 2021 | public | visible | 06'01'' | 3293 | |
| dlc-video-5-4-l2-l1-penalties | Tuesday 23 February 2021 | public | visible | 13'14'' | 3332 | |
| dlc-video-5-5-initialization | Tuesday 23 February 2021 | public | visible | 19'13'' | 3356 | |
| dlc-video-5-6-architecture-and-training | Tuesday 23 February 2021 | public | visible | 13'12'' | 3234 | |
| dlc-video-5-7-writing-an-autograd-function | Tuesday 23 February 2021 | public | visible | 08'16'' | 3293 | |
| dlc-video-6-1-benefits-of-depth | Tuesday 23 February 2021 | public | visible | 23'43'' | 3615 | |
| dlc-video-6-2-rectifiers | Tuesday 23 February 2021 | public | visible | 03'46'' | 3107 | |
| dlc-video-6-3-dropout | Tuesday 23 February 2021 | public | visible | 12'58'' | 3065 | |
| dlc-video-6-4-batch-normalization | Tuesday 23 February 2021 | public | visible | 18'52'' | 3392 | |
| dlc-video-6-5-residual-networks | Tuesday 23 February 2021 | public | visible | 21'32'' | 3430 | |
| dlc-video-6-6-using-GPUs | Tuesday 23 February 2021 | public | visible | 18'11'' | 3174 | |
| dlc-video-7-1-transposed-convolutions | Tuesday 23 February 2021 | public | visible | 13'40'' | 3699 | |
| dlc-video-7-2-autoencoders | Tuesday 23 February 2021 | public | visible | 15'54'' | 3344 | |
| dlc-video-7-3-denoising-autoencoders | Tuesday 23 February 2021 | public | visible | 32'55'' | 4265 | |
| dlc-video-7-4-VAE | Tuesday 23 February 2021 | public | visible | 19'18'' | 4038 | |
| dlc-video-8-1-CV-tasks | Tuesday 23 February 2021 | public | visible | 20'14'' | 3487 | |
| dlc-video-8-2-image-classification | Tuesday 23 February 2021 | public | visible | 43'34'' | 3485 | |
| dlc-video-8-3-object-detection | Tuesday 23 February 2021 | public | visible | 20'38'' | 3379 | |
| dlc-video-8-4-segmentation | Tuesday 23 February 2021 | public | visible | 11'07'' | 3214 | |
| dlc-video-8-5-dataloader-and-surgery | Tuesday 23 February 2021 | public | visible | 13'23'' | 3078 | |
| dlc-video-9-1-looking-at-parameters | Tuesday 23 February 2021 | public | visible | 10'26'' | 3317 | |
| dlc-video-9-2-looking-at-activations | Tuesday 23 February 2021 | public | visible | 23'28'' | 3099 | |
| dlc-video-9-3-visualizing-in-input | Tuesday 23 February 2021 | public | visible | 23'20'' | 3088 | |
| dlc-video-9-4-optimizing-inputs | Tuesday 23 February 2021 | public | visible | 24'54'' | 2972 | |
| dlc-video-10-1-autoregression | Tuesday 23 February 2021 | public | visible | 28'05'' | 3383 | |
| dlc-video-10-2-causal-convolutions | Tuesday 23 February 2021 | public | visible | 21'35'' | 3127 | |
| dlc-video-10-3-NVP | Tuesday 23 February 2021 | public | visible | 37'05'' | 3229 | |
| dlc-video-11-1-GAN | Tuesday 23 February 2021 | public | visible | 30'25'' | 3429 | |
| dlc-video-11-2-Wasserstein-GAN | Tuesday 23 February 2021 | public | visible | 23'37'' | 2964 | |
| dlc-video-11-3-conditional-GAN | Tuesday 23 February 2021 | public | visible | 20'28'' | 3144 | |
| dlc-video-11-4-persistence | Tuesday 23 February 2021 | public | visible | 07'51'' | 2725 | |
| dlc-video-12-1-RNN-basics | Tuesday 23 February 2021 | public | visible | 22'30'' | 3615 | |
| dlc-video-12-2-LSTM-and-GRU | Tuesday 23 February 2021 | public | visible | 14'19'' | 3229 | |
| dlc-video-12-3-word-embeddings-and-translation | Tuesday 23 February 2021 | public | visible | 41'24'' | 3042 | |
| dlc-video-13-1-attention-memory-translation | Tuesday 23 February 2021 | public | visible | 21'28'' | 4037 | |
| dlc-video-13-2-attention-mechanisms | Tuesday 23 February 2021 | public | visible | 30'04'' | 3770 | |
| dlc-video-13-3-transformers | Tuesday 23 February 2021 | public | visible | 33'42'' | 3532 | |
| dlc-video-1-1-from-anns-to-deep-learning | Wednesday 24 February 2021 | public | visible | 25'58'' | 17601 | |
| dlc-video-1-2-current-success | Wednesday 24 February 2021 | public | visible | 28'48'' | 4713 | |
| dlc-video-1-3-what-is-happening | Wednesday 24 February 2021 | public | visible | 10'39'' | 4327 | |
| dlc-video-1-4-tensors-and-linear-regression | Wednesday 24 February 2021 | public | visible | 21'28'' | 4809 | |
| dlc-video-1-5-high-dimension-tensors | Wednesday 24 February 2021 | public | visible | 24'34'' | 4318 | |
| dlc-video-1-6-tensor-internals | Wednesday 24 February 2021 | public | visible | 05'52'' | 4022 | |
| dlc-video-2-1-loss-and-risk | Wednesday 24 February 2021 | public | visible | 19'48'' | 5274 | |
| dlc-video-2-2-overfitting | Wednesday 24 February 2021 | public | visible | 36'01'' | 4122 | |
| dlc-video-2-3-bias-variance-dilemma | Wednesday 24 February 2021 | public | visible | 18'16'' | 3986 | |
| dlc-video-2-4-evaluation-protocols | Wednesday 24 February 2021 | public | visible | 10'54'' | 3478 | |
| dlc-video-2-5-basic-embeddings | Wednesday 24 February 2021 | public | visible | 18'55'' | 3706 | |
| dlc-video-3-1-perceptron | Friday 5 March 2021 | public | visible | 28'05'' | 4443 | |
| dlc-video-3-2-LDA | Friday 5 March 2021 | public | visible | 13'32'' | 3531 | |
| dlc-video-3-3-features | Friday 5 March 2021 | public | visible | 16'52'' | 3538 | |
| dlc-video-3-4-MLP | Friday 5 March 2021 | public | visible | 11'14'' | 3363 | |
| dlc-video-3-5-gradient-descent | Saturday 6 March 2021 | public | visible | 24'03'' | 3675 | |
| dlc-video-3-6-backprop | Saturday 6 March 2021 | public | visible | 20'18'' | 3834 |