Deep Learning with Python, 2nd Edition, Video Edition

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Nome:	Deep Learning with Python, 2nd Edition, Video Edition
Descrizione: Description Deep Learning with Python has taught thousands of readers how to put the full capabilities of deep learning into action. This extensively revised full color second edition introduces deep learning using Python and Keras, and is loaded with insights for both novice and experienced ML practitioners. You’ll learn practical techniques that are easy to apply in the real world, and important theory for perfecting neural networks. In Deep Learning with Python, Second Edition you will learn: Deep learning from first principles Image classification and image segmentation Timeseries forecasting Text classification and machine translation Text generation, neural style transfer, and image generation Printed in full color throughout Published 10/2021
YouTube Video:
Categoria:	Tutorials
Lingua:	English
Dimensione totale:	5.76 GB
Info Hash:	37FF259D034DAE7D1CA7ABE40A73CDBAB6C8E90F
Aggiunto di:	tutsnode
Data di aggiunta:	2022-03-28 01:23:51
Stato torrent:	Torrent Verified

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TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/01-Chapter 1 What is deep learning.mp4	76.79 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/02-Chapter 1 Learning rules and representations from data.mp4	83.36 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/03-Chapter 1 Understanding how deep learning works, in three figures.mp4	102.93 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/04-Chapter 1 Before deep learning - A brief history of machine learning.mp4	82.65 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/05-Chapter 1 Back to neural networks.mp4	77.93 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/06-Chapter 1 Why deep learning Why now.mp4	56.47 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/07-Chapter 1 Algorithms.mp4	62.35 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/08-Chapter 2 The mathematical building blocks of neural networks.mp4	52.03 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/09-Chapter 2 Data representations for neural networks.mp4	47.57 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/10-Chapter 2 Real-world examples of data tensors.mp4	48.57 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/11-Chapter 2 The gears of neural networks - Tensor operations.mp4	46.50 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/12-Chapter 2 Tensor reshaping.mp4	36.72 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/13-Chapter 2 The engine of neural networks - Gradient-based optimization.mp4	49.96 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/14-Chapter 2 Derivative of a tensor operation - The gradient.mp4	69.46 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/15-Chapter 2 Chaining derivatives - The Backpropagation algorithm.mp4	55.02 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/16-Chapter 2 Looking back at our first example.mp4	53.70 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/17-Chapter 3 Introduction to Keras and TensorFlow.mp4	67.58 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/18-Chapter 3 Setting up a deep learning workspace.mp4	43.54 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/19-Chapter 3 First steps with TensorFlow.mp4	69.16 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/20-Chapter 3 Anatomy of a neural network - Understanding core Keras APIs.mp4	56.10 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/21-Chapter 3 The “compile” step - Configuring the learning process.mp4	68.01 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/22-Chapter 4 Getting started with neural networks - Classification and regression.mp4	53.42 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/23-Chapter 4 Building your model.mp4	64.19 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/24-Chapter 4 Classifying newswires - A multiclass classification example.mp4	56.83 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/25-Chapter 4 Predicting house prices - A regression example.mp4	61.83 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/26-Chapter 5 Fundamentals of machine learning.mp4	56.96 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/27-Chapter 5 The nature of generalization in deep learning.mp4	80.49 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/28-Chapter 5 Evaluating machine learning models.mp4	72.53 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/29-Chapter 5 Improving model fit.mp4	40.50 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/30-Chapter 5 Improving generalization.mp4	69.36 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/31-Chapter 5 Regularizing your model.mp4	60.78 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/32-Chapter 6 The universal workflow of machine learning.mp4	66.92 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/33-Chapter 6 Collect a dataset.mp4	85.08 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/34-Chapter 6 Develop a model.mp4	44.39 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/35-Chapter 6 Beat a baseline.mp4	41.15 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/36-Chapter 6 Deploy the model.mp4	78.21 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/37-Chapter 6 Monitor your model in the wild.mp4	35.09 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/38-Chapter 7 Working with Keras - A deep dive.mp4	69.87 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/39-Chapter 7 Subclassing the Model class.mp4	35.13 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/40-Chapter 7 Using built-in training and evaluation loops.mp4	60.17 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/41-Chapter 7 Writing your own training and evaluation loops.mp4	45.80 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/42-Chapter 7 Make it fast with tf.function.mp4	35.99 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/43-Chapter 8 Introduction to deep learning for computer vision.mp4	40.65 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/44-Chapter 8 The convolution operation.mp4	74.39 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/45-Chapter 8 Training a convnet from scratch on a small dataset.mp4	67.09 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/46-Chapter 8 Data preprocessing.mp4	61.66 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/47-Chapter 8 Leveraging a pretrained model.mp4	65.11 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/48-Chapter 8 Feature extraction with a pretrained model.mp4	64.34 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/49-Chapter 9 Advanced deep learning for computer vision.mp4	99.77 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/50-Chapter 9 Modern convnet architecture patterns.mp4	58.74 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/51-Chapter 9 Residual connections.mp4	57.35 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/52-Chapter 9 Depthwise separable convolutions.mp4	67.90 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/53-Chapter 9 Interpreting what convnets learn.mp4	58.52 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/54-Chapter 9 Visualizing convnet filters.mp4	40.41 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/55-Chapter 9 Visualizing heatmaps of class activation.mp4	74.30 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/56-Chapter 10 Deep learning for timeseries.mp4	53.89 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/57-Chapter 10 Preparing the data.mp4	46.98 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/58-Chapter 10 Let’s try a basic machine learning model.mp4	45.05 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/59-Chapter 10 Understanding recurrent neural networks.mp4	40.46 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/60-Chapter 10 A recurrent layer in Keras.mp4	41.66 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/61-Chapter 10 Advanced use of recurrent neural networks.mp4	59.85 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/62-Chapter 10 Using bidirectional RNNs.mp4	64.89 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/63-Chapter 11 Deep learning for text.mp4	57.88 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/64-Chapter 11 Preparing text data.mp4	46.48 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/65-Chapter 11 Vocabulary indexing.mp4	50.36 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	79.82 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	70.54 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/68-Chapter 11 Processing words as a sequence - The sequence model approach, Part 2.mp4	52.54 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/69-Chapter 11 The Transformer architecture.mp4	71.72 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/70-Chapter 11 The Transformer encoder.mp4	72.54 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/71-Chapter 11 Beyond text classification - Sequence-to-sequence learning.mp4	79.61 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/72-Chapter 11 Sequence-to-sequence learning with Transformer.mp4	56.14 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/73-Chapter 12 Generative deep learning.mp4	80.58 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/74-Chapter 12 How do you generate sequence data.mp4	81.89 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/75-Chapter 12 A text-generation callback with variable-temperature sampling.mp4	58.46 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/76-Chapter 12 DeepDream.mp4	57.37 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/77-Chapter 12 Neural style transfer.mp4	80.93 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/78-Chapter 12 Generating images with variational autoencoders.mp4	55.81 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/79-Chapter 12 Implementing a VAE with Keras.mp4	75.95 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/80-Chapter 12 A bag of tricks.mp4	62.51 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/81-Chapter 13 Best practices for the real world.mp4	62.98 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/82-Chapter 13 Hyperparameter optimization.mp4	75.06 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/83-Chapter 13 Scaling-up model training.mp4	53.61 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/84-Chapter 13 Multi-GPU training.mp4	37.54 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/85-Chapter 13 TPU training.mp4	41.58 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/86-Chapter 14 Conclusions.mp4	81.16 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/87-Chapter 14 Key enabling technologies.mp4	63.57 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/88-Chapter 14 Key network architectures.mp4	59.91 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/89-Chapter 14 The limitations of deep learning.mp4	60.28 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/90-Chapter 14 Local generalization vs. extreme generalization.mp4	45.33 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/91-Chapter 14 The purpose of intelligence.mp4	53.49 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/92-Chapter 14 Setting the course toward greater generality in AI.mp4	69.51 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/93-Chapter 14 Implementing intelligence - The missing ingredients.mp4	65.98 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/94-Chapter 14 The missing half of the picture.mp4	47.89 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/95-Chapter 14 Blending together deep learning and program synthesis.mp4	58.91 MB
[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/96-Chapter 14 Lifelong learning and modular subroutine reuse.mp4	84.14 MB

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Deep Learning with Python, 2nd Edition, Video Edition