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[Udemy] Complete Guide to TensorFlow for Deep Learning with Python (2020) [En]
magnet:?xt=urn:btih:d8eb11d600dabe5b6e77d875377c7eb92551867b&dn=[Udemy] Complete Guide to TensorFlow for Deep Learning with Python (2020) [En]
磁力链接详情
Hash值:
d8eb11d600dabe5b6e77d875377c7eb92551867b
点击数:
283
文件大小:
1.67 GB
文件数量:
89
创建日期:
2023-1-22 18:36
最后访问:
2024-8-6 05:47
访问标签:
Udemy
Complete
Guide
to
TensorFlow
for
Deep
Learning
with
Python
2020
En
文件列表详情
1. Introduction/2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).mp4 16.38 MB
1. Introduction/1. Introduction.mp4 11.95 MB
2. Installation and Setup/2. Installing TensorFlow and Environment Setup.mp4 27.83 MB
3. What is Machine Learning/1. Machine Learning Overview.mp4 30.44 MB
4. Crash Course Overview/1. Crash Course Section Introduction.mp4 2.15 MB
4. Crash Course Overview/2. NumPy Crash Course.mp4 32.51 MB
4. Crash Course Overview/3. Pandas Crash Course.mp4 9.02 MB
4. Crash Course Overview/4. Data Visualization Crash Course.mp4 19.52 MB
4. Crash Course Overview/5. SciKit Learn Preprocessing Overview.mp4 20.3 MB
4. Crash Course Overview/6. Crash Course Review Exercise.mp4 7.66 MB
4. Crash Course Overview/7. Crash Course Review Exercise - Solutions.mp4 17.39 MB
5. Introduction to Neural Networks/1. Introduction to Neural Networks.mp4 1.59 MB
5. Introduction to Neural Networks/2. Introduction to Perceptron.mp4 6.79 MB
5. Introduction to Neural Networks/3. Neural Network Activation Functions.mp4 8.62 MB
5. Introduction to Neural Networks/4. Cost Functions.mp4 4.99 MB
5. Introduction to Neural Networks/5. Gradient Descent Backpropagation.mp4 4.6 MB
5. Introduction to Neural Networks/6. TensorFlow Playground.mp4 27.22 MB
5. Introduction to Neural Networks/7. Manual Creation of Neural Network - Part One.mp4 12.54 MB
5. Introduction to Neural Networks/8. Manual Creation of Neural Network - Part Two - Operations.mp4 11.42 MB
5. Introduction to Neural Networks/9. Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4 13.26 MB
5. Introduction to Neural Networks/10. Manual Creation of Neural Network - Part Four - Session.mp4 25.17 MB
5. Introduction to Neural Networks/11. Manual Neural Network Classification Task.mp4 40.53 MB
6. TensorFlow Basics/1. Introduction to TensorFlow.mp4 1.97 MB
6. TensorFlow Basics/2. TensorFlow Basic Syntax.mp4 19 MB
6. TensorFlow Basics/3. TensorFlow Graphs.mp4 8.55 MB
6. TensorFlow Basics/4. Variables and Placeholders.mp4 12.84 MB
6. TensorFlow Basics/5. TensorFlow - A Neural Network - Part One.mp4 11.64 MB
6. TensorFlow Basics/6. TensorFlow - A Neural Network - Part Two.mp4 32.52 MB
6. TensorFlow Basics/7. TensorFlow Regression Example - Part One.mp4 30.06 MB
6. TensorFlow Basics/8. TensorFlow Regression Example _ Part Two.mp4 57.8 MB
6. TensorFlow Basics/9. TensorFlow Classification Example - Part One.mp4 23.76 MB
6. TensorFlow Basics/10. TensorFlow Classification Example - Part Two.mp4 31.95 MB
6. TensorFlow Basics/11. TF Regression Exercise.mp4 7.97 MB
6. TensorFlow Basics/12. TF Regression Exercise Solution Walkthrough.mp4 27.77 MB
6. TensorFlow Basics/13. TF Classification Exercise.mp4 8.96 MB
6. TensorFlow Basics/14. TF Classification Exercise Solution Walkthrough.mp4 21.72 MB
6. TensorFlow Basics/15. Saving and Restoring Models.mp4 15.44 MB
7. Convolutional Neural Networks/1. Introduction to Convolutional Neural Network Section.mp4 1.17 MB
7. Convolutional Neural Networks/2. Review of Neural Networks.mp4 3.39 MB
7. Convolutional Neural Networks/3. New Theory Topics.mp4 19.71 MB
7. Convolutional Neural Networks/5. MNIST Data Overview.mp4 6.58 MB
7. Convolutional Neural Networks/6. MNIST Basic Approach Part One.mp4 12.12 MB
7. Convolutional Neural Networks/7. MNIST Basic Approach Part Two.mp4 34.94 MB
7. Convolutional Neural Networks/8. CNN Theory Part One.mp4 26.58 MB
7. Convolutional Neural Networks/9. CNN Theory Part Two.mp4 6.56 MB
7. Convolutional Neural Networks/10. CNN MNIST Code Along - Part One.mp4 26.21 MB
7. Convolutional Neural Networks/11. CNN MNIST Code Along - Part Two.mp4 9.65 MB
7. Convolutional Neural Networks/12. Introduction to CNN Project.mp4 16.06 MB
7. Convolutional Neural Networks/13. CNN Project Exercise Solution - Part One.mp4 50.15 MB
7. Convolutional Neural Networks/14. CNN Project Exercise Solution - Part Two.mp4 27.01 MB
8. Recurrent Neural Networks/1. Introduction to RNN Section.mp4 1.57 MB
8. Recurrent Neural Networks/2. RNN Theory.mp4 10.28 MB
8. Recurrent Neural Networks/3. Manual Creation of RNN.mp4 16.64 MB
8. Recurrent Neural Networks/4. Vanishing Gradients.mp4 6.05 MB
8. Recurrent Neural Networks/5. LSTM and GRU Theory.mp4 12.91 MB
8. Recurrent Neural Networks/6. Introduction to RNN with TensorFlow API.mp4 6.27 MB
8. Recurrent Neural Networks/7. RNN with TensorFlow - Part One.mp4 34.1 MB
8. Recurrent Neural Networks/8. RNN with TensorFlow - Part Two.mp4 30.33 MB
8. Recurrent Neural Networks/10. RNN with TensorFlow - Part Three.mp4 12.68 MB
8. Recurrent Neural Networks/11. Time Series Exercise Overview.mp4 13.65 MB
8. Recurrent Neural Networks/12. Time Series Exercise Solution.mp4 35.12 MB
8. Recurrent Neural Networks/13. Quick Note on Word2Vec.mp4 6.05 MB
8. Recurrent Neural Networks/14. Word2Vec Theory.mp4 16.56 MB
8. Recurrent Neural Networks/15. Word2Vec Code Along - Part One.mp4 35.53 MB
8. Recurrent Neural Networks/16. Word2Vec Part Two.mp4 33.38 MB
9. Miscellaneous Topics/2. Deep Nets with Tensorflow Abstractions API - Part One.mp4 16.25 MB
9. Miscellaneous Topics/3. Deep Nets with Tensorflow Abstractions API - Estimator API.mp4 18.69 MB
9. Miscellaneous Topics/4. Deep Nets with Tensorflow Abstractions API - Keras.mp4 33.37 MB
9. Miscellaneous Topics/5. Deep Nets with Tensorflow Abstractions API - Layers.mp4 28.72 MB
9. Miscellaneous Topics/6. Tensorboard.mp4 39.97 MB
10. AutoEncoders/1. Autoencoder Basics.mp4 13.92 MB
10. AutoEncoders/2. Dimensionality Reduction with Linear Autoencoder.mp4 37.58 MB
10. AutoEncoders/3. Linear Autoencoder PCA Exercise Overview.mp4 6.15 MB
10. AutoEncoders/4. Linear Autoencoder PCA Exercise Solutions.mp4 22.89 MB
10. AutoEncoders/5. Stacked Autoencoder.mp4 43.93 MB
11. Reinforcement Learning with OpenAI Gym/1. Introduction to Reinforcement Learning with OpenAI Gym.mp4 7.99 MB
11. Reinforcement Learning with OpenAI Gym/3. Introduction to OpenAI Gym.mp4 13.95 MB
11. Reinforcement Learning with OpenAI Gym/4. OpenAI Gym Steup.mp4 14.77 MB
11. Reinforcement Learning with OpenAI Gym/5. Open AI Gym Env Basics.mp4 9.97 MB
11. Reinforcement Learning with OpenAI Gym/6. Open AI Gym Observations.mp4 15.36 MB
11. Reinforcement Learning with OpenAI Gym/7. OpenAI Gym Actions.mp4 14.79 MB
11. Reinforcement Learning with OpenAI Gym/8. Simple Neural Network Game.mp4 35.82 MB
11. Reinforcement Learning with OpenAI Gym/9. Policy Gradient Theory.mp4 13.71 MB
11. Reinforcement Learning with OpenAI Gym/10. Policy Gradient Code Along Part One.mp4 26 MB
11. Reinforcement Learning with OpenAI Gym/11. Policy Gradient Code Along Part Two.mp4 32.85 MB
12. GAN - Generative Adversarial Networks/1. Introduction to GANs.mp4 13.49 MB
12. GAN - Generative Adversarial Networks/2. GAN Code Along - Part One.mp4 19.49 MB
12. GAN - Generative Adversarial Networks/3. GAN Code Along - Part Two.mp4 29.28 MB
12. GAN - Generative Adversarial Networks/4. GAN Code Along - Part Three.mp4 27.56 MB
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