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mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:2.06 GB

Files Included :

002  10 1 Multitask Learning.mp4 (17.4 MB)
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003  10 2 Programming Example Multitask Learning with TensorFlow.mp4 (22.4 MB)
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004  10 3 Programming Example Multitask Learning with PyTorch.mp4 (30.05 MB)
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005  10 4 Object Detection with R-CNN.mp4 (20.46 MB)
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006  10 5 Improved Object Detection with Fast and Faster R-CNN.mp4 (14.62 MB)
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007  10 6 Segmentation with Deconvolution Network and U-Net.mp4 (24.82 MB)
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008  10 7 Instance Segmentation with Mask R-CNN.mp4 (9.55 MB)
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009  10 8 Lesson 10 Summary.mp4 (4.39 MB)
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002  2 1 The Perceptron and Its Learning Algorithm.mp4 (29.72 MB)
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005  2 4 Matrix and Vector Notation for Neural Networks.mp4 (20.72 MB)
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007  2 6 Solving Learning Problem with Gradient Descent.mp4 (35.66 MB)
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008  2 7 Computing Gradient with the Chain Rule.mp4 (41.79 MB)
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010  2 9 Programming Example Learning the XOR Function.mp4 (59.64 MB)
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004  3 3 Programming Example Digit Classification with Python.mp4 (73.67 MB)
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006  3 5 Programming Example Digit Classification with TensorFlow.mp4 (25.37 MB)
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007  3 6 Programming Example Digit Classification with PyTorch.mp4 (49.69 MB)
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008  3 7 Avoiding Saturating Neurons and Vanishing Gradients-Part I.mp4 (26.06 MB)
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009  3 8 Avoiding Saturating Neurons and Vanishing Gradients-Part II.mp4 (34.03 MB)
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011  3 10 Programming Example Improved Digit Classification with TensorFlow.mp4 (11.67 MB)
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012  3 11 Programming Example Improved Digit Classification with PyTorch.mp4 (22.91 MB)
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013  3 12 Problem Types, Output Units, and Loss Functions.mp4 (20.13 MB)
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015  3 14 Programming Example Regression Problem with TensorFlow.mp4 (36.16 MB)
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016  3 15 Programming Example Regression Problem with PyTorch.mp4 (45.08 MB)
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002  4 1 The CIFAR-10 Dataset.mp4 (13.91 MB)
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003  4 2 Convolutional Layer.mp4 (25.5 MB)
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004  4 3 Building a Convolutional Neural Network.mp4 (43.65 MB)
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005  4 4 Programming Example Image Classification Using CNN with TensorF.mp4 (38.52 MB)
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006  4 5 Programming Example Image Classification Using CNN with PyTorch.mp4 (40.05 MB)
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007  4 6 AlexNet.mp4 (15.18 MB)
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008  4 7 VGGNet.mp4 (17.89 MB)
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009  4 8 GoogLeNet.mp4 (16.62 MB)
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010  4 9 ResNet.mp4 (19.35 MB)
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011  4 10 Programming Example Using a Pretrained Network with TensorFlow.mp4 (17.04 MB)
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012  4 11 Programming Example Using a Pretrained Network with PyTorch.mp4 (19.7 MB)
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013  4 12 Transfer Learning.mp4 (11.6 MB)
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014  4 13 Efficient CNNs.mp4 (11.5 MB)
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015  4 14 Lesson 4 Summary.mp4 (7.53 MB)
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002  5 1 Problem Types Involving Sequential Data.mp4 (19.68 MB)
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003  5 2 Recurrent Neural Networks.mp4 (25.12 MB)
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004  5 3 Programming Example Forecasting Book Sales with TensorFlow.mp4 (40.61 MB)
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005  5 4 Programming Example Forecasting Book Sales with PyTorch.mp4 (45.53 MB)
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006  5 5 Backpropagation Through Time and Keeping Gradients Healthy.mp4 (24.75 MB)
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007  5 6 Long Short-Term Memory.mp4 (27.94 MB)
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008  5 7 Autoregression and Beam Search.mp4 (18.49 MB)
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009  5 8 Programming Example Text Autocompletion with TensorFlow.mp4 (60.08 MB)
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010  5 9 Programming Example Text Autocompletion with PyTorch.mp4 (64.76 MB)
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011  5 10 Lesson 5 Summary.mp4 (5.69 MB)
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004  6 3 Programming Example Language Model and Word Embeddings with TensorFlow.mp4 (54.37 MB)
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005  6 4 Programming Example Language Model and Word Embeddings with PyTorch.mp4 (46.08 MB)
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007  6 6 Programming Example Using Pretrained GloVe Embeddings.mp4 (25.15 MB)
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008  6 7 Handling Out-of-Vocabulary Words with Wordpieces.mp4 (9.61 MB)
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001  Topics.mp4 (4.13 MB)
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002  7 1 Encoder-Decoder Network for Neural Machine.mp4 (12.68 MB)
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003  7 2 Programming Example Neural Machine Transla.mp4 (108.81 MB)
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004  7 3 Programming Example Neural Machine Transla.mp4 (99.88 MB)
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005  7 4 Attention.mp4 (25.09 MB)
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006  7 5 The Transformer.mp4 (26.04 MB)
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007  7 6 Programming Example Machine Translation Us.mp4 (36.09 MB)
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008  7 7 Programming Example Machine Translation Us.mp4 (40.98 MB)
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009  7 8 Lesson 7 Summary.mp4 (4.58 MB)
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003  9 2 Programming Example Multimodal Classification with TensorFlow.mp4 (34.45 MB)
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004  9 3 Programming Example Multimodal Classification with PyTorch.mp4 (33.73 MB)
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005  9 4 Image Captioning with Attention.mp4 (17.89 MB)
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006  9 5 Programming Example Image Captioning with TensorFlow.mp4 (81.18 MB)
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007  9 6 Programming Example Image Captioning with PyTorch.mp4 (82.29 MB)
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008  9 7 Multimodal Large Language Models.mp4 (60.21 MB)
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