Deep Learning with Python, Second Edition, Video Edition

• Deep Learning with Python, Second Edition, Video Edition
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• TutsNode.com.txt 63 B
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/01-Chapter 1 What is deep learning.mp4 76.8 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/02-Chapter 1 Learning rules and representations from data.mp4 83.4 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/03-Chapter 1 Understanding how deep learning works, in three figures.mp4 102.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/04-Chapter 1 Before deep learning - A brief history of machine learning.mp4 82.7 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/05-Chapter 1 Back to neural networks.mp4 77.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/07-Chapter 1 Algorithms.mp4 62.4 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/14-Chapter 2 Derivative of a tensor operation - The gradient.mp4 69.5 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/17-Chapter 3 Introduction to Keras and TensorFlow.mp4 67.6 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/19-Chapter 3 First steps with TensorFlow.mp4 69.2 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/21-Chapter 3 The “compile” step - Configuring the learning process.mp4 68 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/23-Chapter 4 Building your model.mp4 64.2 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/25-Chapter 4 Predicting house prices - A regression example.mp4 61.8 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/27-Chapter 5 The nature of generalization in deep learning.mp4 80.5 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/28-Chapter 5 Evaluating machine learning models.mp4 72.5 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/30-Chapter 5 Improving generalization.mp4 69.4 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/31-Chapter 5 Regularizing your model.mp4 60.8 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/32-Chapter 6 The universal workflow of machine learning.mp4 66.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/33-Chapter 6 Collect a dataset.mp4 85.1 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/36-Chapter 6 Deploy the model.mp4 78.2 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/38-Chapter 7 Working with Keras - A deep dive.mp4 69.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/40-Chapter 7 Using built-in training and evaluation loops.mp4 60.2 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/44-Chapter 8 The convolution operation.mp4 74.4 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/45-Chapter 8 Training a convnet from scratch on a small dataset.mp4 67.1 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/46-Chapter 8 Data preprocessing.mp4 61.7 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/47-Chapter 8 Leveraging a pretrained model.mp4 65.1 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/48-Chapter 8 Feature extraction with a pretrained model.mp4 64.3 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/49-Chapter 9 Advanced deep learning for computer vision.mp4 99.8 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/52-Chapter 9 Depthwise separable convolutions.mp4 67.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/55-Chapter 9 Visualizing heatmaps of class activation.mp4 74.3 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/62-Chapter 10 Using bidirectional RNNs.mp4 64.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/66-Chapter 11 Two approaches for representing groups of words - Sets and sequences.mp4 79.8 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/67-Chapter 11 Processing words as a sequence - The sequence model approach, Part 1.mp4 70.5 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/69-Chapter 11 The Transformer architecture.mp4 71.7 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/70-Chapter 11 The Transformer encoder.mp4 72.5 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/71-Chapter 11 Beyond text classification - Sequence-to-sequence learning.mp4 79.6 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/73-Chapter 12 Generative deep learning.mp4 80.6 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/74-Chapter 12 How do you generate sequence data.mp4 81.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/77-Chapter 12 Neural style transfer.mp4 80.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/79-Chapter 12 Implementing a VAE with Keras.mp4 75.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/80-Chapter 12 A bag of tricks.mp4 62.5 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/81-Chapter 13 Best practices for the real world.mp4 63 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/82-Chapter 13 Hyperparameter optimization.mp4 75.1 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/86-Chapter 14 Conclusions.mp4 81.2 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/87-Chapter 14 Key enabling technologies.mp4 63.6 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/88-Chapter 14 Key network architectures.mp4 59.9 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/89-Chapter 14 The limitations of deep learning.mp4 60.3 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/92-Chapter 14 Setting the course toward greater generality in AI.mp4 69.5 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/93-Chapter 14 Implementing intelligence - The missing ingredients.mp4 66 MB
• [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/96-Chapter 14 Lifelong learning and modular subroutine reuse.mp4 84.1 MB

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