Filename | Size |
| 1 - Introduction/1 - How to learn from this course English.vtt | 11.3 KB |
| 1 - Introduction/1 - How to learn from this course Vietnamese.vtt | 14 KB |
| 1 - Introduction/1 - How to learn from this course.mp4 | 55 MB |
| 1 - Introduction/2 - Using Udemy like a pro English.vtt | 10.6 KB |
| 1 - Introduction/2 - Using Udemy like a pro Vietnamese.vtt | 13.7 KB |
| 1 - Introduction/2 - Using Udemy like a pro.mp4 | 38.1 MB |
| 10 - Metaparameters activations optimizers/100 - Optimizers comparison English.vtt | 12.7 KB |
| 10 - Metaparameters activations optimizers/100 - Optimizers comparison Vietnamese.vtt | 15.9 KB |
| 10 - Metaparameters activations optimizers/100 - Optimizers comparison.mp4 | 97.3 MB |
| 10 - Metaparameters activations optimizers/101 - CodeChallenge Optimizers and something English.vtt | 8.2 KB |
| 10 - Metaparameters activations optimizers/101 - CodeChallenge Optimizers and something Vietnamese.vtt | 10.4 KB |
| 10 - Metaparameters activations optimizers/101 - CodeChallenge Optimizers and something.mp4 | 54.4 MB |
| 10 - Metaparameters activations optimizers/102 - CodeChallenge Adam with L2 regularization English.vtt | 9 KB |
| 10 - Metaparameters activations optimizers/102 - CodeChallenge Adam with L2 regularization Vietnamese.vtt | 11 KB |
| 10 - Metaparameters activations optimizers/102 - CodeChallenge Adam with L2 regularization.mp4 | 61.1 MB |
| 10 - Metaparameters activations optimizers/103 - Learning rate decay English.vtt | 15.5 KB |
| 10 - Metaparameters activations optimizers/103 - Learning rate decay Vietnamese.vtt | 19.8 KB |
| 10 - Metaparameters activations optimizers/103 - Learning rate decay.mp4 | 107.2 MB |
| 10 - Metaparameters activations optimizers/104 - How to pick the right metaparameters English.vtt | 14.6 KB |
| 10 - Metaparameters activations optimizers/104 - How to pick the right metaparameters Vietnamese.vtt | 18.8 KB |
| 10 - Metaparameters activations optimizers/104 - How to pick the right metaparameters.mp4 | 36.8 MB |
| 10 - Metaparameters activations optimizers/81 - What are metaparameters English.vtt | 6.5 KB |
| 10 - Metaparameters activations optimizers/81 - What are metaparameters Vietnamese.vtt | 8 KB |
| 10 - Metaparameters activations optimizers/81 - What are metaparameters.mp4 | 18.7 MB |
| 10 - Metaparameters activations optimizers/82 - The wine quality dataset English.vtt | 22.3 KB |
| 10 - Metaparameters activations optimizers/82 - The wine quality dataset Vietnamese.vtt | 28.2 KB |
| 10 - Metaparameters activations optimizers/82 - The wine quality dataset.mp4 | 194.4 MB |
| 10 - Metaparameters activations optimizers/83 - CodeChallenge Minibatch size in the wine dataset English.vtt | 20 KB |
| 10 - Metaparameters activations optimizers/83 - CodeChallenge Minibatch size in the wine dataset Vietnamese.vtt | 25.4 KB |
| 10 - Metaparameters activations optimizers/83 - CodeChallenge Minibatch size in the wine dataset.mp4 | 160.4 MB |
| 10 - Metaparameters activations optimizers/84 - Data normalization English.vtt | 17.1 KB |
| 10 - Metaparameters activations optimizers/84 - Data normalization Vietnamese.vtt | 21.6 KB |
| 10 - Metaparameters activations optimizers/84 - Data normalization.mp4 | 62.4 MB |
| 10 - Metaparameters activations optimizers/85 - The importance of data normalization English.vtt | 12 KB |
| 10 - Metaparameters activations optimizers/85 - The importance of data normalization Vietnamese.vtt | 15 KB |
| 10 - Metaparameters activations optimizers/85 - The importance of data normalization.mp4 | 72.7 MB |
| 10 - Metaparameters activations optimizers/86 - Batch normalization English.vtt | 16.3 KB |
| 10 - Metaparameters activations optimizers/86 - Batch normalization Vietnamese.vtt | 20.5 KB |
| 10 - Metaparameters activations optimizers/86 - Batch normalization.mp4 | 54.4 MB |
| 10 - Metaparameters activations optimizers/87 - Batch normalization in practice English.vtt | 9.6 KB |
| 10 - Metaparameters activations optimizers/87 - Batch normalization in practice Vietnamese.vtt | 12.1 KB |
| 10 - Metaparameters activations optimizers/87 - Batch normalization in practice.mp4 | 70 MB |
| 10 - Metaparameters activations optimizers/88 - CodeChallenge Batchnormalize the qwerties English.vtt | 6.5 KB |
| 10 - Metaparameters activations optimizers/88 - CodeChallenge Batchnormalize the qwerties Vietnamese.vtt | 8.2 KB |
| 10 - Metaparameters activations optimizers/88 - CodeChallenge Batchnormalize the qwerties.mp4 | 64.9 MB |
| 10 - Metaparameters activations optimizers/89 - Activation functions English.vtt | 23 KB |
| 10 - Metaparameters activations optimizers/89 - Activation functions Vietnamese.vtt | 28.2 KB |
| 10 - Metaparameters activations optimizers/89 - Activation functions.mp4 | 121.1 MB |
| 10 - Metaparameters activations optimizers/90 - Activation functions in PyTorch English.vtt | 14.8 KB |
| 10 - Metaparameters activations optimizers/90 - Activation functions in PyTorch Vietnamese.vtt | 18.5 KB |
| 10 - Metaparameters activations optimizers/90 - Activation functions in PyTorch.mp4 | 101.3 MB |
| 10 - Metaparameters activations optimizers/91 - Activation functions comparison English.vtt | 11.8 KB |
| 10 - Metaparameters activations optimizers/91 - Activation functions comparison Vietnamese.vtt | 14.9 KB |
| 10 - Metaparameters activations optimizers/91 - Activation functions comparison.mp4 | 112.7 MB |
| 10 - Metaparameters activations optimizers/92 - CodeChallenge Compare relu variants English.vtt | 9.8 KB |
| 10 - Metaparameters activations optimizers/92 - CodeChallenge Compare relu variants Vietnamese.vtt | 12.2 KB |
| 10 - Metaparameters activations optimizers/92 - CodeChallenge Compare relu variants.mp4 | 64 MB |
| 10 - Metaparameters activations optimizers/93 - CodeChallenge Predict sugar English.vtt | 21.6 KB |
| 10 - Metaparameters activations optimizers/93 - CodeChallenge Predict sugar Vietnamese.vtt | 27.7 KB |
| 10 - Metaparameters activations optimizers/93 - CodeChallenge Predict sugar.mp4 | 134.3 MB |
| 10 - Metaparameters activations optimizers/94 - Loss functions English.vtt | 21.1 KB |
| 10 - Metaparameters activations optimizers/94 - Loss functions Vietnamese.vtt | 25.6 KB |
| 10 - Metaparameters activations optimizers/94 - Loss functions.mp4 | 96.2 MB |
| 10 - Metaparameters activations optimizers/95 - Loss functions in PyTorch English.vtt | 23.1 KB |
| 10 - Metaparameters activations optimizers/95 - Loss functions in PyTorch Vietnamese.vtt | 28.9 KB |
| 10 - Metaparameters activations optimizers/95 - Loss functions in PyTorch.mp4 | 154.7 MB |
| 10 - Metaparameters activations optimizers/96 - More practice with multioutput ANNs English.vtt | 17.6 KB |
| 10 - Metaparameters activations optimizers/96 - More practice with multioutput ANNs Vietnamese.vtt | 21.9 KB |
| 10 - Metaparameters activations optimizers/96 - More practice with multioutput ANNs.mp4 | 110 MB |
| 10 - Metaparameters activations optimizers/97 - Optimizers minibatch momentum English.vtt | 23.8 KB |
| 10 - Metaparameters activations optimizers/97 - Optimizers minibatch momentum Vietnamese.vtt | 30.5 KB |
| 10 - Metaparameters activations optimizers/97 - Optimizers minibatch momentum.mp4 | 59.4 MB |
| 10 - Metaparameters activations optimizers/98 - SGD with momentum English.vtt | 10 KB |
| 10 - Metaparameters activations optimizers/98 - SGD with momentum Vietnamese.vtt | 12.9 KB |
| 10 - Metaparameters activations optimizers/98 - SGD with momentum.mp4 | 62.1 MB |
| 10 - Metaparameters activations optimizers/99 - Optimizers RMSprop Adam English.vtt | 19.1 KB |
| 10 - Metaparameters activations optimizers/99 - Optimizers RMSprop Adam Vietnamese.vtt | 24.1 KB |
| 10 - Metaparameters activations optimizers/99 - Optimizers RMSprop Adam.mp4 | 52.5 MB |
| 11 - FFNs FeedForward Networks/105 - What are fullyconnected and feedforward networks English.vtt | 6.1 KB |
| 11 - FFNs FeedForward Networks/105 - What are fullyconnected and feedforward networks Vietnamese.vtt | 7.9 KB |
| 11 - FFNs FeedForward Networks/105 - What are fullyconnected and feedforward networks.mp4 | 17.8 MB |
| 11 - FFNs FeedForward Networks/106 - The MNIST dataset English.vtt | 16 KB |
| 11 - FFNs FeedForward Networks/106 - The MNIST dataset Vietnamese.vtt | 19.9 KB |
| 11 - FFNs FeedForward Networks/106 - The MNIST dataset.mp4 | 135.7 MB |
| 11 - FFNs FeedForward Networks/107 - FFN to classify digits English.vtt | 28.3 KB |
| 11 - FFNs FeedForward Networks/107 - FFN to classify digits Vietnamese.vtt | 35.5 KB |
| 11 - FFNs FeedForward Networks/107 - FFN to classify digits.mp4 | 178.3 MB |
| 11 - FFNs FeedForward Networks/108 - CodeChallenge Binarized MNIST images English.vtt | 6.4 KB |
| 11 - FFNs FeedForward Networks/108 - CodeChallenge Binarized MNIST images Vietnamese.vtt | 8.1 KB |
| 11 - FFNs FeedForward Networks/108 - CodeChallenge Binarized MNIST images.mp4 | 44.5 MB |
| 11 - FFNs FeedForward Networks/109 - CodeChallenge Data normalization English.vtt | 21.2 KB |
| 11 - FFNs FeedForward Networks/109 - CodeChallenge Data normalization Vietnamese.vtt | 26.7 KB |
| 11 - FFNs FeedForward Networks/109 - CodeChallenge Data normalization.mp4 | 104.1 MB |
| 11 - FFNs FeedForward Networks/110 - Distributions of weights pre and postlearning English.vtt | 18.8 KB |
| 11 - FFNs FeedForward Networks/110 - Distributions of weights pre and postlearning Vietnamese.vtt | 23.9 KB |
| 11 - FFNs FeedForward Networks/110 - Distributions of weights pre and postlearning.mp4 | 141.8 MB |