[FreeCourseSite.com] Udemy - Complete Guide to TensorFlow for Deep Learning with Python
大小
2.28 GB
文件数
201
Info Hash:
0F9084D0A0AFB513860BD5052ECA66580CB4C99C
收录时间
2025-12-19 21:37:23
更新时间
2025-12-21 00:22:39
文件列表 (201)
1. Introduction/1. Introduction.mp4
11.96 MB
1. Introduction/1. Introduction.vtt
3.92 KB
1. Introduction/2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).mp4
16.39 MB
1. Introduction/2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).vtt
14.47 KB
1. Introduction/2.1 FULL_TENSORFLOW_NOTES__AND_DATA.zip.zip
299.66 MB
1. Introduction/3. FAQ - Frequently Asked Questions.html
413 B
1. Introduction/3.1 FULL_TENSORFLOW_NOTES__AND_DATA.zip.zip
299.66 MB
10. AutoEncoders/1. Autoencoder Basics.mp4
13.91 MB
10. AutoEncoders/1. Autoencoder Basics.vtt
11.36 KB
10. AutoEncoders/1.1 Autoencoder Slides.html
161 B
10. AutoEncoders/1.2 05-Autoencoders.zip.zip
7.87 MB
10. AutoEncoders/2. Dimensionality Reduction with Linear Autoencoder.mp4
37.58 MB
10. AutoEncoders/2. Dimensionality Reduction with Linear Autoencoder.vtt
21.97 KB
10. AutoEncoders/3. Linear Autoencoder PCA Exercise Overview.mp4
6.16 MB
10. AutoEncoders/3. Linear Autoencoder PCA Exercise Overview.vtt
2.54 KB
10. AutoEncoders/4. Linear Autoencoder PCA Exercise Solutions.mp4
22.88 MB
10. AutoEncoders/4. Linear Autoencoder PCA Exercise Solutions.vtt
9.85 KB
10. AutoEncoders/5. Stacked Autoencoder.mp4
43.93 MB
10. AutoEncoders/5. Stacked Autoencoder.vtt
24.59 KB
11. Reinforcement Learning with OpenAI Gym/1. Introduction to Reinforcement Learning with OpenAI Gym.mp4
7.98 MB
11. Reinforcement Learning with OpenAI Gym/1. Introduction to Reinforcement Learning with OpenAI Gym.vtt
5.8 KB
11. Reinforcement Learning with OpenAI Gym/1.1 Reinforcement Learning Slides.html
161 B
11. Reinforcement Learning with OpenAI Gym/1.2 06-Reinforcement-Learning-OpenAI.zip.zip
10.58 KB
11. Reinforcement Learning with OpenAI Gym/10. Policy Gradient Code Along Part One.mp4
26.01 MB
11. Reinforcement Learning with OpenAI Gym/10. Policy Gradient Code Along Part One.vtt
14.5 KB
11. Reinforcement Learning with OpenAI Gym/11. Policy Gradient Code Along Part Two.mp4
32.85 MB
11. Reinforcement Learning with OpenAI Gym/11. Policy Gradient Code Along Part Two.vtt
14.63 KB
11. Reinforcement Learning with OpenAI Gym/2. Extra Resources for Reinforcement Learning.html
1.24 KB
11. Reinforcement Learning with OpenAI Gym/3. Introduction to OpenAI Gym.mp4
13.95 MB
11. Reinforcement Learning with OpenAI Gym/3. Introduction to OpenAI Gym.vtt
7.87 KB
11. Reinforcement Learning with OpenAI Gym/4. OpenAI Gym Steup.mp4
14.77 MB
11. Reinforcement Learning with OpenAI Gym/4. OpenAI Gym Steup.vtt
10.39 KB
11. Reinforcement Learning with OpenAI Gym/5. Open AI Gym Env Basics.mp4
9.98 MB
11. Reinforcement Learning with OpenAI Gym/5. Open AI Gym Env Basics.vtt
8.16 KB
11. Reinforcement Learning with OpenAI Gym/6. Open AI Gym Observations.mp4
15.36 MB
11. Reinforcement Learning with OpenAI Gym/6. Open AI Gym Observations.vtt
11.6 KB
11. Reinforcement Learning with OpenAI Gym/7. OpenAI Gym Actions.mp4
14.8 MB
11. Reinforcement Learning with OpenAI Gym/7. OpenAI Gym Actions.vtt
11.11 KB
11. Reinforcement Learning with OpenAI Gym/8. Simple Neural Network Game.mp4
35.83 MB
11. Reinforcement Learning with OpenAI Gym/8. Simple Neural Network Game.vtt
20.53 KB
11. Reinforcement Learning with OpenAI Gym/9. Policy Gradient Theory.mp4
13.7 MB
11. Reinforcement Learning with OpenAI Gym/9. Policy Gradient Theory.vtt
10.5 KB
12. GAN - Generative Adversarial Networks/1. Introduction to GANs.mp4
13.49 MB
12. GAN - Generative Adversarial Networks/1. Introduction to GANs.vtt
9.75 KB
12. GAN - Generative Adversarial Networks/2. GAN Code Along - Part One.mp4
19.5 MB
12. GAN - Generative Adversarial Networks/2. GAN Code Along - Part One.vtt
11.53 KB
12. GAN - Generative Adversarial Networks/3. GAN Code Along - Part Two.mp4
29.29 MB
12. GAN - Generative Adversarial Networks/3. GAN Code Along - Part Two.vtt
14.12 KB
12. GAN - Generative Adversarial Networks/4. GAN Code Along - Part Three.mp4
27.56 MB
12. GAN - Generative Adversarial Networks/4. GAN Code Along - Part Three.vtt
14.1 KB
13. BONUS/1. Bonus Lecture Discounts for for My Other Courses.html
5.79 KB
2. Installation and Setup/1. Quick Note for MacOS and Linux Users.html
2.05 KB
2. Installation and Setup/2. Installing TensorFlow Environment.mp4
27.83 MB
2. Installation and Setup/2. Installing TensorFlow Environment.vtt
17.07 KB
3. What is Machine Learning/1. Machine Learning Overview.mp4
30.43 MB
3. What is Machine Learning/1. Machine Learning Overview.vtt
23.5 KB
3. What is Machine Learning/1.1 ML Overview Slides.html
161 B
4. Crash Course Overview/1. Crash Course Section Introduction.mp4
2.15 MB
4. Crash Course Overview/1. Crash Course Section Introduction.vtt
1.72 KB
4. Crash Course Overview/2. NumPy Crash Course.mp4
32.52 MB
4. Crash Course Overview/2. NumPy Crash Course.vtt
20.22 KB
4. Crash Course Overview/3. Pandas Crash Course.mp4
9.03 MB
4. Crash Course Overview/3. Pandas Crash Course.vtt
5.88 KB
4. Crash Course Overview/4. Data Visualization Crash Course.mp4
19.52 MB
4. Crash Course Overview/4. Data Visualization Crash Course.vtt
10.02 KB
4. Crash Course Overview/5. SciKit Learn Preprocessing Overview.mp4
20.3 MB
4. Crash Course Overview/5. SciKit Learn Preprocessing Overview.vtt
11.88 KB
4. Crash Course Overview/6. Crash Course Review Exercise.mp4
7.66 MB
4. Crash Course Overview/6. Crash Course Review Exercise.vtt
3.18 KB
4. Crash Course Overview/7. Crash Course Review Exercise - Solutions.mp4
17.39 MB
4. Crash Course Overview/7. Crash Course Review Exercise - Solutions.vtt
7.88 KB
5. Introduction to Neural Networks/1. Introduction to Neural Networks.mp4
1.59 MB
5. Introduction to Neural Networks/1. Introduction to Neural Networks.vtt
1.32 KB
5. Introduction to Neural Networks/1.1 Introduction to NN Slides.html
161 B
5. Introduction to Neural Networks/10. Manual Creation of Neural Network - Part Four - Session.mp4
25.17 MB
5. Introduction to Neural Networks/10. Manual Creation of Neural Network - Part Four - Session.vtt
11.73 KB
5. Introduction to Neural Networks/11. Manual Neural Network Classification Task.mp4
40.53 MB
5. Introduction to Neural Networks/11. Manual Neural Network Classification Task.vtt
20.95 KB
5. Introduction to Neural Networks/2. Introduction to Perceptron.mp4
6.79 MB
5. Introduction to Neural Networks/2. Introduction to Perceptron.vtt
6.84 KB
5. Introduction to Neural Networks/3. Neural Network Activation Functions.mp4
8.62 MB
5. Introduction to Neural Networks/3. Neural Network Activation Functions.vtt
8.4 KB
5. Introduction to Neural Networks/4. Cost Functions.mp4
5 MB
5. Introduction to Neural Networks/4. Cost Functions.vtt
4.65 KB
5. Introduction to Neural Networks/5. Gradient Descent Backpropagation.mp4
4.6 MB
5. Introduction to Neural Networks/5. Gradient Descent Backpropagation.vtt
4.71 KB
5. Introduction to Neural Networks/6. TensorFlow Playground.mp4
27.22 MB
5. Introduction to Neural Networks/6. TensorFlow Playground.vtt
13.41 KB
5. Introduction to Neural Networks/7. Manual Creation of Neural Network - Part One.mp4
12.55 MB
5. Introduction to Neural Networks/7. Manual Creation of Neural Network - Part One.vtt
7.68 KB
5. Introduction to Neural Networks/8. Manual Creation of Neural Network - Part Two - Operations.mp4
11.41 MB
5. Introduction to Neural Networks/8. Manual Creation of Neural Network - Part Two - Operations.vtt
10.1 KB
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/9. Manual Creation of Neural Network - Part Three - Placeholders and Variables.vtt
10.96 KB
6. TensorFlow Basics/1. Introduction to TensorFlow.mp4
1.97 MB
6. TensorFlow Basics/1. Introduction to TensorFlow.vtt
1.98 KB
6. TensorFlow Basics/1.1 TF Basics Slides.html
161 B
6. TensorFlow Basics/10. TensorFlow Classification Example - Part Two.mp4
31.95 MB
6. TensorFlow Basics/10. TensorFlow Classification Example - Part Two.vtt
14.79 KB
6. TensorFlow Basics/11. TF Regression Exercise.mp4
7.96 MB
6. TensorFlow Basics/11. TF Regression Exercise.vtt
4.74 KB
6. TensorFlow Basics/12. TF Regression Exercise Solution Walkthrough.mp4
27.76 MB
6. TensorFlow Basics/12. TF Regression Exercise Solution Walkthrough.vtt
15 KB
6. TensorFlow Basics/13. TF Classification Exercise.mp4
8.95 MB
6. TensorFlow Basics/13. TF Classification Exercise.vtt
6.68 KB
6. TensorFlow Basics/14. TF Classification Exercise Solution Walkthrough.mp4
21.72 MB
6. TensorFlow Basics/14. TF Classification Exercise Solution Walkthrough.vtt
14.52 KB
6. TensorFlow Basics/15. Saving and Restoring Models.mp4
15.44 MB
6. TensorFlow Basics/15. Saving and Restoring Models.vtt
8.85 KB
6. TensorFlow Basics/15.1 Link to notebook.html
145 B
6. TensorFlow Basics/2. TensorFlow Basic Syntax.mp4
18.99 MB
6. TensorFlow Basics/2. TensorFlow Basic Syntax.vtt
17.16 KB
6. TensorFlow Basics/3. TensorFlow Graphs.mp4
8.55 MB
6. TensorFlow Basics/3. TensorFlow Graphs.vtt
7.53 KB
6. TensorFlow Basics/4. Variables and Placeholders.mp4
12.85 MB
6. TensorFlow Basics/4. Variables and Placeholders.vtt
12.86 MB
6. TensorFlow Basics/5. TensorFlow - A Neural Network - Part One.mp4
11.65 MB
6. TensorFlow Basics/5. TensorFlow - A Neural Network - Part One.vtt
9.68 KB
6. TensorFlow Basics/6. TensorFlow - A Neural Network - Part Two.mp4
32.51 MB
6. TensorFlow Basics/6. TensorFlow - A Neural Network - Part Two.vtt
24.94 KB
6. TensorFlow Basics/7. TensorFlow Regression Example - Part One.mp4
30.06 MB
6. TensorFlow Basics/7. TensorFlow Regression Example - Part One.vtt
24.95 KB
6. TensorFlow Basics/8. TensorFlow Regression Example _ Part Two.mp4
57.79 MB
6. TensorFlow Basics/8. TensorFlow Regression Example _ Part Two.vtt
28.57 KB
6. TensorFlow Basics/9. TensorFlow Classification Example - Part One.mp4
23.77 MB
6. TensorFlow Basics/9. TensorFlow Classification Example - Part One.vtt
17.19 KB
7. Convolutional Neural Networks/1. Introduction to Convolutional Neural Network Section.mp4
1.17 MB
7. Convolutional Neural Networks/1. Introduction to Convolutional Neural Network Section.vtt
1.11 KB
7. Convolutional Neural Networks/1.1 CNN Slides.html
161 B
7. Convolutional Neural Networks/10. CNN MNIST Code Along - Part One.mp4
26.21 MB
7. Convolutional Neural Networks/10. CNN MNIST Code Along - Part One.vtt
20.35 KB
7. Convolutional Neural Networks/11. CNN MNIST Code Along - Part Two.mp4
9.65 MB
7. Convolutional Neural Networks/11. CNN MNIST Code Along - Part Two.vtt
6.65 KB
7. Convolutional Neural Networks/12. Introduction to CNN Project.mp4
16.06 MB
7. Convolutional Neural Networks/12. Introduction to CNN Project.vtt
8.82 KB
7. Convolutional Neural Networks/13. CNN Project Exercise Solution - Part One.mp4
50.16 MB
7. Convolutional Neural Networks/13. CNN Project Exercise Solution - Part One.vtt
19.45 KB
7. Convolutional Neural Networks/14. CNN Project Exercise Solution - Part Two.mp4
27.02 MB
7. Convolutional Neural Networks/14. CNN Project Exercise Solution - Part Two.vtt
14.34 KB
7. Convolutional Neural Networks/2. Review of Neural Networks.mp4
3.4 MB
7. Convolutional Neural Networks/2. Review of Neural Networks.vtt
3.43 KB
7. Convolutional Neural Networks/3. New Theory Topics.mp4
19.7 MB
7. Convolutional Neural Networks/3. New Theory Topics.vtt
19.71 KB
7. Convolutional Neural Networks/4. Quick note on MNIST lecture.html
121 B
7. Convolutional Neural Networks/5. MNIST Data Overview.mp4
6.57 MB
7. Convolutional Neural Networks/5. MNIST Data Overview.vtt
5.66 KB
7. Convolutional Neural Networks/6. MNIST Basic Approach Part One.mp4
12.11 MB
7. Convolutional Neural Networks/6. MNIST Basic Approach Part One.vtt
11.23 KB
7. Convolutional Neural Networks/7. MNIST Basic Approach Part Two.mp4
34.94 MB
7. Convolutional Neural Networks/7. MNIST Basic Approach Part Two.vtt
20.78 KB
7. Convolutional Neural Networks/8. CNN Theory Part One.mp4
26.58 MB
7. Convolutional Neural Networks/8. CNN Theory Part One.vtt
23.96 KB
7. Convolutional Neural Networks/9. CNN Theory Part Two.mp4
6.55 MB
7. Convolutional Neural Networks/9. CNN Theory Part Two.vtt
5.81 KB
8. Recurrent Neural Networks/1. Introduction to RNN Section.mp4
1.57 MB
8. Recurrent Neural Networks/1. Introduction to RNN Section.vtt
1.55 KB
8. Recurrent Neural Networks/1.1 RNN Slides.html
161 B
8. Recurrent Neural Networks/10. RNN with TensorFlow - Part Three.mp4
12.68 MB
8. Recurrent Neural Networks/10. RNN with TensorFlow - Part Three.vtt
9.29 KB
8. Recurrent Neural Networks/11. Time Series Exercise Overview.mp4
13.64 MB
8. Recurrent Neural Networks/11. Time Series Exercise Overview.vtt
10.25 KB
8. Recurrent Neural Networks/12. Time Series Exercise Solution.mp4
35.12 MB
8. Recurrent Neural Networks/12. Time Series Exercise Solution.vtt
21.17 KB
8. Recurrent Neural Networks/13. Quick Note on Word2Vec.mp4
6.06 MB
8. Recurrent Neural Networks/13. Quick Note on Word2Vec.vtt
4.24 KB
8. Recurrent Neural Networks/14. Word2Vec Theory.mp4
16.56 MB
8. Recurrent Neural Networks/14. Word2Vec Theory.vtt
15.99 KB
8. Recurrent Neural Networks/15. Word2Vec Code Along - Part One.mp4
35.53 MB
8. Recurrent Neural Networks/15. Word2Vec Code Along - Part One.vtt
21.56 KB
8. Recurrent Neural Networks/16. Word2Vec Part Two.mp4
33.38 MB
8. Recurrent Neural Networks/16. Word2Vec Part Two.vtt
14.69 KB
8. Recurrent Neural Networks/2. RNN Theory.mp4
10.28 MB
8. Recurrent Neural Networks/2. RNN Theory.vtt
10.64 KB
8. Recurrent Neural Networks/3. Manual Creation of RNN.mp4
16.64 MB
8. Recurrent Neural Networks/3. Manual Creation of RNN.vtt
13.98 KB
8. Recurrent Neural Networks/4. Vanishing Gradients.mp4
6.05 MB
8. Recurrent Neural Networks/4. Vanishing Gradients.vtt
5.98 KB
8. Recurrent Neural Networks/5. LSTM and GRU Theory.mp4
12.91 MB
8. Recurrent Neural Networks/5. LSTM and GRU Theory.vtt
12.72 KB
8. Recurrent Neural Networks/6. Introduction to RNN with TensorFlow API.mp4
6.27 MB
8. Recurrent Neural Networks/6. Introduction to RNN with TensorFlow API.vtt
6.22 KB
8. Recurrent Neural Networks/7. RNN with TensorFlow - Part One.mp4
34.1 MB
8. Recurrent Neural Networks/7. RNN with TensorFlow - Part One.vtt
23.89 KB
8. Recurrent Neural Networks/8. RNN with TensorFlow - Part Two.mp4
30.32 MB
8. Recurrent Neural Networks/8. RNN with TensorFlow - Part Two.vtt
22.55 KB
8. Recurrent Neural Networks/9. Quick Note on RNN Plotting Part 3.html
1020 B
9. Miscellaneous Topics/1. Intro to Miscellaneous Topics.html
344 B
9. Miscellaneous Topics/1.1 Miscellaneous-Topics.zip.zip
74.05 KB
9. Miscellaneous Topics/2. Deep Nets with Tensorflow Abstractions API - Part One.mp4
16.26 MB
9. Miscellaneous Topics/2. Deep Nets with Tensorflow Abstractions API - Part One.vtt
9.58 KB
9. Miscellaneous Topics/3. Deep Nets with Tensorflow Abstractions API - Estimator API.mp4
18.69 MB
9. Miscellaneous Topics/3. Deep Nets with Tensorflow Abstractions API - Estimator API.vtt
9.51 KB
9. Miscellaneous Topics/4. Deep Nets with Tensorflow Abstractions API - Keras.mp4
33.38 MB
9. Miscellaneous Topics/4. Deep Nets with Tensorflow Abstractions API - Keras.vtt
15.92 KB
9. Miscellaneous Topics/5. Deep Nets with Tensorflow Abstractions API - Layers.mp4
28.73 MB
9. Miscellaneous Topics/5. Deep Nets with Tensorflow Abstractions API - Layers.vtt
13.36 KB
9. Miscellaneous Topics/6. Tensorboard.mp4
39.96 MB
9. Miscellaneous Topics/6. Tensorboard.vtt
22.36 KB
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