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[DesireCourse Com] Udemy - Complete Guide to TensorFlow for Deep Learning with Python

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Name:[DesireCourse Com] Udemy - Complete Guide to TensorFlow for Deep Learning with Python

Total Size: 2.26 GB

Magnet: Magnet Link

Seeds: 1

Leechers: 13

Stream: Watch Full Movie @ Movie4u

Last Updated: 2018-07-30 12:03:01 (Update Now)

Torrent added: 2018-07-30 13:02:58



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Torrent Files List


01 Introduction (Size: 2.26 GB) (Files: 196)

 01 Introduction

  001 Introduction-subtitle-en.srt

4.50 KB

  001 Introduction.mp4

11.95 MB

  002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt

17.17 KB

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

16.38 MB

  002 FULL-TENSORFLOW-NOTES-AND-DATA.zip

299.65 MB

  003 FAQ - Frequently Asked Questions.html

1.53 KB

  003 FULL-TENSORFLOW-NOTES-AND-DATA.zip

299.65 MB

 02 Installation and Setup

  004 Quick Note for MacOS and Linux Users.html

3.04 KB

  005 Installing TensorFlow Environment-subtitle-en.srt

20.39 KB

  005 Installing TensorFlow Environment.mp4

27.82 MB

 03 What is Machine Learning_

  006 Machine Learning Overview-subtitle-en.srt

27.50 KB

  006 Machine Learning Overview.mp4

30.43 MB

  external_links.txt

0.13 KB

 04 Crash Course Overview

  007 Crash Course Section Introduction-subtitle-en.srt

2.02 KB

  007 Crash Course Section Introduction.mp4

2.15 MB

  008 NumPy Crash Course-subtitle-en.srt

24.26 KB

  008 NumPy Crash Course.mp4

32.51 MB

  009 Pandas Crash Course-subtitle-en.srt

6.93 KB

  009 Pandas Crash Course.mp4

9.02 MB

  010 Data Visualization Crash Course-subtitle-en.srt

11.81 KB

  010 Data Visualization Crash Course.mp4

19.51 MB

  011 SciKit Learn Preprocessing Overview-subtitle-en.srt

14.20 KB

  011 SciKit Learn Preprocessing Overview.mp4

20.29 MB

  012 Crash Course Review Exercise-subtitle-en.srt

3.77 KB

  012 Crash Course Review Exercise.mp4

7.66 MB

  013 Crash Course Review Exercise - Solutions-subtitle-en.srt

9.45 KB

  013 Crash Course Review Exercise - Solutions.mp4

17.39 MB

 05 Introduction to Neural Networks

  014 Introduction to Neural Networks-subtitle-en.srt

1.50 KB

  014 Introduction to Neural Networks.mp4

1.59 MB

  015 Introduction to Perceptron-subtitle-en.srt

8.06 KB

  015 Introduction to Perceptron.mp4

6.79 MB

  016 Neural Network Activation Functions-subtitle-en.srt

9.84 KB

  016 Neural Network Activation Functions.mp4

8.62 MB

  017 Cost Functions-subtitle-en.srt

5.43 KB

  017 Cost Functions.mp4

4.99 MB

  018 Gradient Descent Backpropagation-subtitle-en.srt

5.46 KB

  018 Gradient Descent Backpropagation.mp4

4.60 MB

  019 TensorFlow Playground-subtitle-en.srt

15.91 KB

  019 TensorFlow Playground.mp4

27.22 MB

  020 Manual Creation of Neural Network - Part One-subtitle-en.srt

9.07 KB

  020 Manual Creation of Neural Network - Part One.mp4

12.54 MB

  021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.srt

11.92 KB

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

11.41 MB

  022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.srt

13.06 KB

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

13.26 MB

  023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.srt

13.91 KB

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

25.16 MB

  024 Manual Neural Network Classification Task-subtitle-en.srt

25.04 KB

  024 Manual Neural Network Classification Task.mp4

40.52 MB

  external_links.txt

0.13 KB

 06 TensorFlow Basics

  025 Introduction to TensorFlow-subtitle-en.srt

2.31 KB

  025 Introduction to TensorFlow.mp4

1.97 MB

  026 TensorFlow Basic Syntax-subtitle-en.srt

20.62 KB

  026 TensorFlow Basic Syntax.mp4

18.99 MB

  027 TensorFlow Graphs-subtitle-en.srt

8.96 KB

  027 TensorFlow Graphs.mp4

8.54 MB

  028 Variables and Placeholders-subtitle-en.srt

9.30 KB

  028 Variables and Placeholders.mp4

12.84 MB

  029 TensorFlow - A Neural Network - Part One-subtitle-en.srt

11.44 KB

  029 TensorFlow - A Neural Network - Part One.mp4

11.64 MB

  030 TensorFlow - A Neural Network - Part Two-subtitle-en.srt

29.89 KB

  030 TensorFlow - A Neural Network - Part Two.mp4

32.51 MB

  031 TensorFlow Regression Example - Part One-subtitle-en.srt

29.91 KB

  031 TensorFlow Regression Example - Part One.mp4

30.06 MB

  032 TensorFlow Regression Example _ Part Two-subtitle-en.srt

34.00 KB

  032 TensorFlow Regression Example _ Part Two.mp4

57.79 MB

  033 TensorFlow Classification Example - Part One-subtitle-en.srt

20.49 KB

  033 TensorFlow Classification Example - Part One.mp4

23.76 MB

  034 TensorFlow Classification Example - Part Two-subtitle-en.srt

17.57 KB

  034 TensorFlow Classification Example - Part Two.mp4

31.94 MB

  035 TF Regression Exercise-subtitle-en.srt

5.52 KB

  035 TF Regression Exercise.mp4

7.96 MB

  036 TF Regression Exercise Solution Walkthrough-subtitle-en.srt

17.82 KB

  036 TF Regression Exercise Solution Walkthrough.mp4

27.76 MB

  037 TF Classification Exercise-subtitle-en.srt

7.90 KB

  037 TF Classification Exercise.mp4

8.95 MB

  038 TF Classification Exercise Solution Walkthrough-subtitle-en.srt

17.44 KB

  038 TF Classification Exercise Solution Walkthrough.mp4

21.72 MB

  039 Saving and Restoring Models-subtitle-en.srt

10.50 KB

  039 Saving and Restoring Models.mp4

15.44 MB

  external_links.txt

0.23 KB

 07 Convolutional Neural Networks

  040 Introduction to Convolutional Neural Network Section-subtitle-en.srt

1.31 KB

  040 Introduction to Convolutional Neural Network Section.mp4

1.17 MB

  041 Review of Neural Networks-subtitle-en.srt

4.00 KB

  041 Review of Neural Networks.mp4

3.39 MB

  042 New Theory Topics-subtitle-en.srt

23.26 KB

  042 New Theory Topics.mp4

19.70 MB

  043 Quick note on MNIST lecture.html

1.25 KB

  044 MNIST Data Overview-subtitle-en.srt

6.63 KB

  044 MNIST Data Overview.mp4

6.57 MB

  045 MNIST Basic Approach Part One-subtitle-en.srt

13.23 KB

  045 MNIST Basic Approach Part One.mp4

12.11 MB

  046 MNIST Basic Approach Part Two-subtitle-en.srt

24.74 KB

  046 MNIST Basic Approach Part Two.mp4

34.94 MB

  047 CNN Theory Part One-subtitle-en.srt

28.24 KB

  047 CNN Theory Part One.mp4

26.57 MB

  048 CNN Theory Part Two-subtitle-en.srt

6.77 KB

  048 CNN Theory Part Two.mp4

6.55 MB

  049 CNN MNIST Code Along - Part One-subtitle-en.srt

24.43 KB

  049 CNN MNIST Code Along - Part One.mp4

26.21 MB

  050 CNN MNIST Code Along - Part Two-subtitle-en.srt

7.87 KB

  050 CNN MNIST Code Along - Part Two.mp4

9.65 MB

  051 Introduction to CNN Project-subtitle-en.srt

10.36 KB

  051 Introduction to CNN Project.mp4

16.06 MB

  052 CNN Project Exercise Solution - Part One-subtitle-en.srt

23.21 KB

  052 CNN Project Exercise Solution - Part One.mp4

50.15 MB

  053 CNN Project Exercise Solution - Part Two-subtitle-en.srt

17.09 KB

  053 CNN Project Exercise Solution - Part Two.mp4

27.01 MB

  external_links.txt

0.12 KB

 08 Recurrent Neural Networks

  054 Introduction to RNN Section-subtitle-en.srt

1.80 KB

  054 Introduction to RNN Section.mp4

1.57 MB

  055 RNN Theory-subtitle-en.srt

12.47 KB

  055 RNN Theory.mp4

10.27 MB

  056 Manual Creation of RNN-subtitle-en.srt

16.64 KB

  056 Manual Creation of RNN.mp4

16.64 MB

  057 Vanishing Gradients-subtitle-en.srt

6.92 KB

  057 Vanishing Gradients.mp4

6.05 MB

  058 LSTM and GRU Theory-subtitle-en.srt

15.01 KB

  058 LSTM and GRU Theory.mp4

12.91 MB

  059 Introduction to RNN with TensorFlow API-subtitle-en.srt

7.29 KB

  059 Introduction to RNN with TensorFlow API.mp4

6.26 MB

  060 RNN with TensorFlow - Part One-subtitle-en.srt

28.58 KB

  060 RNN with TensorFlow - Part One.mp4

34.09 MB

  061 RNN with TensorFlow - Part Two-subtitle-en.srt

27.00 KB

  061 RNN with TensorFlow - Part Two.mp4

30.32 MB

  062 Quick Note on RNN Plotting Part 3.html

1.98 KB

  063 RNN with TensorFlow - Part Three-subtitle-en.srt

11.04 KB

  063 RNN with TensorFlow - Part Three.mp4

12.67 MB

  064 Time Series Exercise Overview-subtitle-en.srt

12.14 KB

  064 Time Series Exercise Overview.mp4

13.64 MB

  065 Time Series Exercise Solution-subtitle-en.srt

25.49 KB

  065 Time Series Exercise Solution.mp4

35.12 MB

  066 Quick Note on Word2Vec-subtitle-en.srt

5.00 KB

  066 Quick Note on Word2Vec.mp4

6.05 MB

  067 Word2Vec Theory-subtitle-en.srt

18.80 KB

  067 Word2Vec Theory.mp4

16.55 MB

  068 Word2Vec Code Along - Part One-subtitle-en.srt

25.86 KB

  068 Word2Vec Code Along - Part One.mp4

35.53 MB

  069 Word2Vec Part Two-subtitle-en.srt

17.45 KB

  069 Word2Vec Part Two.mp4

33.38 MB

  external_links.txt

0.12 KB

 09 Miscellaneous Topics

  070 Intro to Miscellaneous Topics.html

1.46 KB

  070 Miscellaneous-Topics.zip

74.05 KB

  071 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.srt

11.20 KB

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

16.25 MB

  072 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.srt

11.24 KB

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

18.69 MB

  073 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.srt

18.92 KB

  073 Deep Nets with Tensorflow Abstractions API - Keras.mp4

33.37 MB

  074 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.srt

15.87 KB

  074 Deep Nets with Tensorflow Abstractions API - Layers.mp4

28.72 MB

  075 Tensorboard-subtitle-en.srt

26.68 KB

  075 Tensorboard.mp4

39.96 MB

 10 AutoEncoders

  076 Autoencoder Basics-subtitle-en.srt

13.33 KB

  076 Autoencoder Basics.mp4

13.91 MB

  077 Dimensionality Reduction with Linear Autoencoder-subtitle-en.srt

25.97 KB

  077 Dimensionality Reduction with Linear Autoencoder.mp4

37.58 MB

  078 Linear Autoencoder PCA Exercise Overview-subtitle-en.srt

2.94 KB

  078 Linear Autoencoder PCA Exercise Overview.mp4

6.15 MB

  079 Linear Autoencoder PCA Exercise Solutions-subtitle-en.srt

11.69 KB

  079 Linear Autoencoder PCA Exercise Solutions.mp4

22.88 MB

  080 Stacked Autoencoder-subtitle-en.srt

29.31 KB

  080 Stacked Autoencoder.mp4

43.92 MB

  external_links.txt

0.13 KB

 11 Reinforcement Learning with OpenAI Gym

  081 Introduction to Reinforcement Learning with OpenAI Gym-subtitle-en.srt

6.78 KB

  081 Introduction to Reinforcement Learning with OpenAI Gym.mp4

7.98 MB

  082 Extra Resources for Reinforcement Learning.html

2.34 KB

  083 Introduction to OpenAI Gym-subtitle-en.srt

9.32 KB

  083 Introduction to OpenAI Gym.mp4

13.94 MB

  084 OpenAI Gym Steup-subtitle-en.srt

12.30 KB

  084 OpenAI Gym Steup.mp4

14.77 MB

  085 Open AI Gym Env Basics-subtitle-en.srt

9.67 KB

  085 Open AI Gym Env Basics.mp4

9.97 MB

  086 Open AI Gym Observations-subtitle-en.srt

13.89 KB

  086 Open AI Gym Observations.mp4

15.36 MB

  087 OpenAI Gym Actions-subtitle-en.srt

13.25 KB

  087 OpenAI Gym Actions.mp4

14.79 MB

  088 Simple Neural Network Game-subtitle-en.srt

24.46 KB

  088 Simple Neural Network Game.mp4

35.82 MB

  089 Policy Gradient Theory-subtitle-en.srt

12.34 KB

  089 Policy Gradient Theory.mp4

13.70 MB

  090 Policy Gradient Code Along Part One-subtitle-en.srt

17.15 KB

  090 Policy Gradient Code Along Part One.mp4

26.00 MB

  091 Policy Gradient Code Along Part Two-subtitle-en.srt

17.47 KB

  091 Policy Gradient Code Along Part Two.mp4

32.85 MB

  external_links.txt

0.14 KB

 12 GAN - Generative Adversarial Networks

  092 Introduction to GANs-subtitle-en.srt

11.37 KB

  092 Introduction to GANs.mp4

13.49 MB

  093 GAN Code Along - Part One-subtitle-en.srt

13.67 KB

  093 GAN Code Along - Part One.mp4

19.49 MB

  094 GAN Code Along - Part Two-subtitle-en.srt

16.75 KB

  094 GAN Code Along - Part Two.mp4

29.28 MB

  095 GAN Code Along - Part Three-subtitle-en.srt

16.78 KB

  095 GAN Code Along - Part Three.mp4

27.56 MB

 13 BONUS

  096 Bonus Lecture_ Discounts for for My Other Courses.html

4.80 KB

 [DesireCourse.Com].url

0.05 KB
 

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