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[FreeCourseSite.com] Udemy - Complete Guide to TensorFlow for Deep Learning with Python
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2019-12-1 23:27
2024-8-24 18:19
190
1.67 GB
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磁力链接
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FreeCourseSite
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Udemy
-
Complete
Guide
to
TensorFlow
for
Deep
Learning
with
Python
文件列表
1. Introduction/1. Introduction.mp4
11.96MB
1. Introduction/2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).mp4
16.39MB
10. AutoEncoders/1. Autoencoder Basics.mp4
13.91MB
10. AutoEncoders/2. Dimensionality Reduction with Linear Autoencoder.mp4
37.58MB
10. AutoEncoders/3. Linear Autoencoder PCA Exercise Overview.mp4
6.16MB
10. AutoEncoders/4. Linear Autoencoder PCA Exercise Solutions.mp4
22.88MB
10. AutoEncoders/5. Stacked Autoencoder.mp4
43.93MB
11. Reinforcement Learning with OpenAI Gym/1. Introduction to Reinforcement Learning with OpenAI Gym.mp4
7.98MB
11. Reinforcement Learning with OpenAI Gym/10. Policy Gradient Code Along Part One.mp4
26.01MB
11. Reinforcement Learning with OpenAI Gym/11. Policy Gradient Code Along Part Two.mp4
32.85MB
11. Reinforcement Learning with OpenAI Gym/3. Introduction to OpenAI Gym.mp4
13.95MB
11. Reinforcement Learning with OpenAI Gym/4. OpenAI Gym Steup.mp4
14.77MB
11. Reinforcement Learning with OpenAI Gym/5. Open AI Gym Env Basics.mp4
9.98MB
11. Reinforcement Learning with OpenAI Gym/6. Open AI Gym Observations.mp4
15.36MB
11. Reinforcement Learning with OpenAI Gym/7. OpenAI Gym Actions.mp4
14.8MB
11. Reinforcement Learning with OpenAI Gym/8. Simple Neural Network Game.mp4
35.83MB
11. Reinforcement Learning with OpenAI Gym/9. Policy Gradient Theory.mp4
13.7MB
12. GAN - Generative Adversarial Networks/1. Introduction to GANs.mp4
13.49MB
12. GAN - Generative Adversarial Networks/2. GAN Code Along - Part One.mp4
19.5MB
12. GAN - Generative Adversarial Networks/3. GAN Code Along - Part Two.mp4
29.29MB
12. GAN - Generative Adversarial Networks/4. GAN Code Along - Part Three.mp4
27.56MB
2. Installation and Setup/2. Installing TensorFlow Environment.mp4
27.83MB
3. What is Machine Learning/1. Machine Learning Overview.mp4
30.43MB
4. Crash Course Overview/1. Crash Course Section Introduction.mp4
2.15MB
4. Crash Course Overview/2. NumPy Crash Course.mp4
32.52MB
4. Crash Course Overview/3. Pandas Crash Course.mp4
9.03MB
4. Crash Course Overview/4. Data Visualization Crash Course.mp4
19.52MB
4. Crash Course Overview/5. SciKit Learn Preprocessing Overview.mp4
20.3MB
4. Crash Course Overview/6. Crash Course Review Exercise.mp4
7.66MB
4. Crash Course Overview/7. Crash Course Review Exercise - Solutions.mp4
17.39MB
5. Introduction to Neural Networks/1. Introduction to Neural Networks.mp4
1.59MB
5. Introduction to Neural Networks/10. Manual Creation of Neural Network - Part Four - Session.mp4
25.17MB
5. Introduction to Neural Networks/11. Manual Neural Network Classification Task.mp4
40.53MB
5. Introduction to Neural Networks/2. Introduction to Perceptron.mp4
6.79MB
5. Introduction to Neural Networks/3. Neural Network Activation Functions.mp4
8.62MB
5. Introduction to Neural Networks/4. Cost Functions.mp4
5MB
5. Introduction to Neural Networks/5. Gradient Descent Backpropagation.mp4
4.6MB
5. Introduction to Neural Networks/6. TensorFlow Playground.mp4
27.22MB
5. Introduction to Neural Networks/7. Manual Creation of Neural Network - Part One.mp4
12.55MB
5. Introduction to Neural Networks/8. Manual Creation of Neural Network - Part Two - Operations.mp4
11.41MB
5. Introduction to Neural Networks/9. Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4
13.26MB
6. TensorFlow Basics/1. Introduction to TensorFlow.mp4
1.97MB
6. TensorFlow Basics/10. TensorFlow Classification Example - Part Two.mp4
31.95MB
6. TensorFlow Basics/11. TF Regression Exercise.mp4
7.96MB
6. TensorFlow Basics/12. TF Regression Exercise Solution Walkthrough.mp4
27.76MB
6. TensorFlow Basics/13. TF Classification Exercise.mp4
8.95MB
6. TensorFlow Basics/14. TF Classification Exercise Solution Walkthrough.mp4
21.72MB
6. TensorFlow Basics/15. Saving and Restoring Models.mp4
15.44MB
6. TensorFlow Basics/2. TensorFlow Basic Syntax.mp4
18.99MB
6. TensorFlow Basics/3. TensorFlow Graphs.mp4
8.55MB
6. TensorFlow Basics/4. Variables and Placeholders.mp4
12.85MB
6. TensorFlow Basics/5. TensorFlow - A Neural Network - Part One.mp4
11.65MB
6. TensorFlow Basics/6. TensorFlow - A Neural Network - Part Two.mp4
32.51MB
6. TensorFlow Basics/7. TensorFlow Regression Example - Part One.mp4
30.06MB
6. TensorFlow Basics/8. TensorFlow Regression Example _ Part Two.mp4
57.79MB
6. TensorFlow Basics/9. TensorFlow Classification Example - Part One.mp4
23.77MB
7. Convolutional Neural Networks/1. Introduction to Convolutional Neural Network Section.mp4
1.17MB
7. Convolutional Neural Networks/10. CNN MNIST Code Along - Part One.mp4
26.21MB
7. Convolutional Neural Networks/11. CNN MNIST Code Along - Part Two.mp4
9.65MB
7. Convolutional Neural Networks/12. Introduction to CNN Project.mp4
16.06MB
7. Convolutional Neural Networks/13. CNN Project Exercise Solution - Part One.mp4
50.16MB
7. Convolutional Neural Networks/14. CNN Project Exercise Solution - Part Two.mp4
27.02MB
7. Convolutional Neural Networks/2. Review of Neural Networks.mp4
3.4MB
7. Convolutional Neural Networks/3. New Theory Topics.mp4
19.7MB
7. Convolutional Neural Networks/5. MNIST Data Overview.mp4
6.57MB
7. Convolutional Neural Networks/6. MNIST Basic Approach Part One.mp4
12.11MB
7. Convolutional Neural Networks/7. MNIST Basic Approach Part Two.mp4
34.94MB
7. Convolutional Neural Networks/8. CNN Theory Part One.mp4
26.58MB
7. Convolutional Neural Networks/9. CNN Theory Part Two.mp4
6.55MB
8. Recurrent Neural Networks/1. Introduction to RNN Section.mp4
1.57MB
8. Recurrent Neural Networks/10. RNN with TensorFlow - Part Three.mp4
12.68MB
8. Recurrent Neural Networks/11. Time Series Exercise Overview.mp4
13.64MB
8. Recurrent Neural Networks/12. Time Series Exercise Solution.mp4
35.12MB
8. Recurrent Neural Networks/13. Quick Note on Word2Vec.mp4
6.06MB
8. Recurrent Neural Networks/14. Word2Vec Theory.mp4
16.56MB
8. Recurrent Neural Networks/15. Word2Vec Code Along - Part One.mp4
35.53MB
8. Recurrent Neural Networks/16. Word2Vec Part Two.mp4
33.38MB
8. Recurrent Neural Networks/2. RNN Theory.mp4
10.28MB
8. Recurrent Neural Networks/3. Manual Creation of RNN.mp4
16.64MB
8. Recurrent Neural Networks/4. Vanishing Gradients.mp4
6.05MB
8. Recurrent Neural Networks/5. LSTM and GRU Theory.mp4
12.91MB
8. Recurrent Neural Networks/6. Introduction to RNN with TensorFlow API.mp4
6.27MB
8. Recurrent Neural Networks/7. RNN with TensorFlow - Part One.mp4
34.1MB
8. Recurrent Neural Networks/8. RNN with TensorFlow - Part Two.mp4
30.32MB
9. Miscellaneous Topics/2. Deep Nets with Tensorflow Abstractions API - Part One.mp4
16.26MB
9. Miscellaneous Topics/3. Deep Nets with Tensorflow Abstractions API - Estimator API.mp4
18.69MB
9. Miscellaneous Topics/4. Deep Nets with Tensorflow Abstractions API - Keras.mp4
33.38MB
9. Miscellaneous Topics/5. Deep Nets with Tensorflow Abstractions API - Layers.mp4
28.73MB
9. Miscellaneous Topics/6. Tensorboard.mp4
39.96MB
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