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[Tutorialsplanet NET] Udemy - Complete Guide to TensorFlow for Deep Learning with Python

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[Tutorialsplanet NET] Udemy - Complete Guide to TensorFlow for Deep Learning with Python

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Name:[Tutorialsplanet NET] Udemy - Complete Guide to TensorFlow for Deep Learning with Python

Infohash: E9FDB0262701677FA09ADA552423E056B7049E08

Total Size: 2.27 GB

Seeds: 0

Leechers: 1

Stream: Watch Full Movie @ Movie4u

Last Updated: 2024-04-13 20:53:00 (Update Now)

Torrent added: 2019-11-14 07:00:17






Torrent Files List


1. Introduction (Size: 2.27 GB) (Files: 199)

 1. Introduction

  1. Introduction.mp4

11.95 MB

  1. Introduction.vtt

3.92 KB

  2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).mp4

16.38 MB

  2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).vtt

14.47 KB

  2.1 FULL_TENSORFLOW_NOTES__AND_DATA.zip.zip

299.65 MB

  3. FAQ - Frequently Asked Questions.html

0.40 KB

  3.1 FULL_TENSORFLOW_NOTES__AND_DATA.zip.zip

299.65 MB

 10. AutoEncoders

  1. Autoencoder Basics.mp4

13.92 MB

  1. Autoencoder Basics.vtt

11.36 KB

  1.1 Autoencoder Slides.html

0.16 KB

  1.2 05-Autoencoders.zip.zip

7.88 MB

  2. Dimensionality Reduction with Linear Autoencoder.mp4

37.58 MB

  2. Dimensionality Reduction with Linear Autoencoder.vtt

21.97 KB

  3. Linear Autoencoder PCA Exercise Overview.mp4

6.16 MB

  3. Linear Autoencoder PCA Exercise Overview.vtt

2.54 KB

  4. Linear Autoencoder PCA Exercise Solutions.mp4

22.88 MB

  4. Linear Autoencoder PCA Exercise Solutions.vtt

9.85 KB

  5. Stacked Autoencoder.mp4

43.92 MB

  5. Stacked Autoencoder.vtt

24.59 KB

 11. Reinforcement Learning with OpenAI Gym

  1. Introduction to Reinforcement Learning with OpenAI Gym.mp4

7.99 MB

  1. Introduction to Reinforcement Learning with OpenAI Gym.vtt

5.80 KB

  1.1 06-Reinforcement-Learning-OpenAI.zip.zip

10.58 KB

  1.2 Reinforcement Learning Slides.html

0.16 KB

  10. Policy Gradient Code Along Part One.mp4

26.00 MB

  10. Policy Gradient Code Along Part One.vtt

14.50 KB

  11. Policy Gradient Code Along Part Two.mp4

32.86 MB

  11. Policy Gradient Code Along Part Two.vtt

14.63 KB

  2. Extra Resources for Reinforcement Learning.html

1.24 KB

  3. Introduction to OpenAI Gym.mp4

13.94 MB

  3. Introduction to OpenAI Gym.vtt

7.87 KB

  4. OpenAI Gym Steup.mp4

14.77 MB

  4. OpenAI Gym Steup.vtt

10.39 KB

  5. Open AI Gym Env Basics.mp4

9.98 MB

  5. Open AI Gym Env Basics.vtt

8.16 KB

  6. Open AI Gym Observations.mp4

15.36 MB

  6. Open AI Gym Observations.vtt

11.60 KB

  7. OpenAI Gym Actions.mp4

14.79 MB

  7. OpenAI Gym Actions.vtt

11.11 KB

  8. Simple Neural Network Game.mp4

35.82 MB

  8. Simple Neural Network Game.vtt

20.53 KB

  9. Policy Gradient Theory.mp4

13.70 MB

  9. Policy Gradient Theory.vtt

10.50 KB

 12. GAN - Generative Adversarial Networks

  1. Introduction to GANs.mp4

13.50 MB

  1. Introduction to GANs.vtt

9.75 KB

  2. GAN Code Along - Part One.mp4

19.49 MB

  2. GAN Code Along - Part One.vtt

11.53 KB

  3. GAN Code Along - Part Two.mp4

29.28 MB

  3. GAN Code Along - Part Two.vtt

14.12 KB

  4. GAN Code Along - Part Three.mp4

27.56 MB

  4. GAN Code Along - Part Three.vtt

14.10 KB

 13. BONUS

  1. Bonus Lecture.html

0.52 KB

 2. Installation and Setup

  1. Quick Note for MacOS and Linux Users.html

2.05 KB

  2. Installing TensorFlow and Environment Setup.mp4

27.83 MB

  2. Installing TensorFlow and Environment Setup.vtt

17.07 KB

 3. What is Machine Learning

  1. Machine Learning Overview.mp4

30.43 MB

  1. Machine Learning Overview.vtt

23.50 KB

  1.1 ML Overview Slides.html

0.16 KB

 4. Crash Course Overview

  1. Crash Course Section Introduction.mp4

2.15 MB

  1. Crash Course Section Introduction.vtt

1.72 KB

  2. NumPy Crash Course.mp4

32.51 MB

  2. NumPy Crash Course.vtt

20.22 KB

  3. Pandas Crash Course.mp4

9.03 MB

  3. Pandas Crash Course.vtt

5.88 KB

  4. Data Visualization Crash Course.mp4

19.51 MB

  4. Data Visualization Crash Course.vtt

10.02 KB

  5. SciKit Learn Preprocessing Overview.mp4

20.30 MB

  5. SciKit Learn Preprocessing Overview.vtt

11.88 KB

  6. Crash Course Review Exercise.mp4

7.67 MB

  6. Crash Course Review Exercise.vtt

3.18 KB

  7. Crash Course Review Exercise - Solutions.mp4

17.40 MB

  7. Crash Course Review Exercise - Solutions.vtt

7.88 KB

 5. Introduction to Neural Networks

  1. Introduction to Neural Networks.mp4

1.59 MB

  1. Introduction to Neural Networks.vtt

1.32 KB

  1.1 Introduction to NN Slides.html

0.16 KB

  10. Manual Creation of Neural Network - Part Four - Session.mp4

25.17 MB

  10. Manual Creation of Neural Network - Part Four - Session.vtt

11.73 KB

  11. Manual Neural Network Classification Task.mp4

40.53 MB

  11. Manual Neural Network Classification Task.vtt

20.95 KB

  2. Introduction to Perceptron.mp4

6.80 MB

  2. Introduction to Perceptron.vtt

6.84 KB

  3. Neural Network Activation Functions.mp4

8.63 MB

  3. Neural Network Activation Functions.vtt

8.40 KB

  4. Cost Functions.mp4

5.00 MB

  4. Cost Functions.vtt

4.65 KB

  5. Gradient Descent Backpropagation.mp4

4.61 MB

  5. Gradient Descent Backpropagation.vtt

4.71 KB

  6. TensorFlow Playground.mp4

27.22 MB

  6. TensorFlow Playground.vtt

13.41 KB

  7. Manual Creation of Neural Network - Part One.mp4

12.55 MB

  7. Manual Creation of Neural Network - Part One.vtt

7.68 KB

  8. Manual Creation of Neural Network - Part Two - Operations.mp4

11.42 MB

  8. Manual Creation of Neural Network - Part Two - Operations.vtt

10.10 KB

  9. Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4

13.27 MB

  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

  1. Introduction to TensorFlow.vtt

1.98 KB

  1.1 TF Basics Slides.html

0.16 KB

  10. TensorFlow Classification Example - Part Two.mp4

31.94 MB

  10. TensorFlow Classification Example - Part Two.vtt

14.79 KB

  11. TF Regression Exercise.mp4

7.97 MB

  11. TF Regression Exercise.vtt

4.74 KB

  12. TF Regression Exercise Solution Walkthrough.mp4

27.77 MB

  12. TF Regression Exercise Solution Walkthrough.vtt

15.00 KB

  13. TF Classification Exercise.mp4

8.96 MB

  13. TF Classification Exercise.vtt

6.68 KB

  14. TF Classification Exercise Solution Walkthrough.mp4

21.73 MB

  14. TF Classification Exercise Solution Walkthrough.vtt

14.52 KB

  15. Saving and Restoring Models.mp4

15.44 MB

  15. Saving and Restoring Models.vtt

8.85 KB

  15.1 Link to notebook.html

0.14 KB

  2. TensorFlow Basic Syntax.mp4

18.99 MB

  2. TensorFlow Basic Syntax.vtt

17.16 KB

  3. TensorFlow Graphs.mp4

8.55 MB

  3. TensorFlow Graphs.vtt

7.53 KB

  4. Variables and Placeholders.mp4

12.84 MB

  4. Variables and Placeholders.vtt

7.84 KB

  5. TensorFlow - A Neural Network - Part One.mp4

11.65 MB

  5. TensorFlow - A Neural Network - Part One.vtt

9.68 KB

  6. TensorFlow - A Neural Network - Part Two.mp4

32.51 MB

  6. TensorFlow - A Neural Network - Part Two.vtt

24.94 KB

  7. TensorFlow Regression Example - Part One.mp4

30.07 MB

  7. TensorFlow Regression Example - Part One.vtt

24.95 KB

  8. TensorFlow Regression Example _ Part Two.mp4

57.79 MB

  8. TensorFlow Regression Example _ Part Two.vtt

28.57 KB

  9. TensorFlow Classification Example - Part One.mp4

23.76 MB

  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

  1. Introduction to Convolutional Neural Network Section.vtt

1.11 KB

  1.1 CNN Slides.html

0.16 KB

  10. CNN MNIST Code Along - Part One.mp4

26.22 MB

  10. CNN MNIST Code Along - Part One.vtt

20.35 KB

  11. CNN MNIST Code Along - Part Two.mp4

9.65 MB

  11. CNN MNIST Code Along - Part Two.vtt

6.65 KB

  12. Introduction to CNN Project.mp4

16.07 MB

  12. Introduction to CNN Project.vtt

8.82 KB

  13. CNN Project Exercise Solution - Part One.mp4

50.15 MB

  13. CNN Project Exercise Solution - Part One.vtt

19.45 KB

  14. CNN Project Exercise Solution - Part Two.mp4

27.01 MB

  14. CNN Project Exercise Solution - Part Two.vtt

14.34 KB

  2. Review of Neural Networks.mp4

3.39 MB

  2. Review of Neural Networks.vtt

3.43 KB

  3. New Theory Topics.mp4

19.70 MB

  3. New Theory Topics.vtt

19.71 KB

  4. Quick note on MNIST lecture.html

0.12 KB

  5. MNIST Data Overview.mp4

6.58 MB

  5. MNIST Data Overview.vtt

5.66 KB

  6. MNIST Basic Approach Part One.mp4

12.12 MB

  6. MNIST Basic Approach Part One.vtt

11.23 KB

  7. MNIST Basic Approach Part Two.mp4

34.94 MB

  7. MNIST Basic Approach Part Two.vtt

20.78 KB

  8. CNN Theory Part One.mp4

26.57 MB

  8. CNN Theory Part One.vtt

23.96 KB

  9. CNN Theory Part Two.mp4

6.56 MB

  9. CNN Theory Part Two.vtt

5.81 KB

 8. Recurrent Neural Networks

  1. Introduction to RNN Section.mp4

1.57 MB

  1. Introduction to RNN Section.vtt

1.55 KB

  1.1 RNN Slides.html

0.16 KB

  10. RNN with TensorFlow - Part Three.mp4

12.67 MB

  10. RNN with TensorFlow - Part Three.vtt

9.29 KB

  11. Time Series Exercise Overview.mp4

13.64 MB

  11. Time Series Exercise Overview.vtt

10.25 KB

  12. Time Series Exercise Solution.mp4

35.12 MB

  12. Time Series Exercise Solution.vtt

21.17 KB

  13. Quick Note on Word2Vec.mp4

6.06 MB

  13. Quick Note on Word2Vec.vtt

4.24 KB

  14. Word2Vec Theory.mp4

16.55 MB

  14. Word2Vec Theory.vtt

15.99 KB

  15. Word2Vec Code Along - Part One.mp4

35.54 MB

  15. Word2Vec Code Along - Part One.vtt

21.56 KB

  16. Word2Vec Part Two.mp4

33.38 MB

  16. Word2Vec Part Two.vtt

14.69 KB

  2. RNN Theory.mp4

10.28 MB

  2. RNN Theory.vtt

10.64 KB

  3. Manual Creation of RNN.mp4

16.65 MB

  3. Manual Creation of RNN.vtt

13.98 KB

  4. Vanishing Gradients.mp4

6.06 MB

  4. Vanishing Gradients.vtt

5.98 KB

  5. LSTM and GRU Theory.mp4

12.91 MB

  5. LSTM and GRU Theory.vtt

12.72 KB

  6. Introduction to RNN with TensorFlow API.mp4

6.27 MB

  6. Introduction to RNN with TensorFlow API.vtt

6.22 KB

  7. RNN with TensorFlow - Part One.mp4

34.09 MB

  7. RNN with TensorFlow - Part One.vtt

23.89 KB

  8. RNN with TensorFlow - Part Two.mp4

30.32 MB

  8. RNN with TensorFlow - Part Two.vtt

22.55 KB

  9. Quick Note on RNN Plotting Part 3.html

1.00 KB

 9. Miscellaneous Topics

  1. Intro to Miscellaneous Topics.html

0.34 KB

  1.1 Miscellaneous-Topics.zip.zip

74.05 KB

  2. Deep Nets with Tensorflow Abstractions API - Part One.mp4

16.25 MB

  2. Deep Nets with Tensorflow Abstractions API - Part One.vtt

9.58 KB

  3. Deep Nets with Tensorflow Abstractions API - Estimator API.mp4

18.69 MB

  3. Deep Nets with Tensorflow Abstractions API - Estimator API.vtt

9.51 KB

  4. Deep Nets with Tensorflow Abstractions API - Keras.mp4

33.37 MB

  4. Deep Nets with Tensorflow Abstractions API - Keras.vtt

15.92 KB

  5. Deep Nets with Tensorflow Abstractions API - Layers.mp4

28.72 MB

  5. Deep Nets with Tensorflow Abstractions API - Layers.vtt

13.36 KB

  6. Tensorboard.mp4

39.96 MB

  6. Tensorboard.vtt

22.36 KB

 [Tutorialsplanet.NET].url

0.13 KB
 

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