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| 001 Introduction.mp4 |
11.95Мб |
| 001 Introduction-subtitle-en.srt |
4.50Кб |
| 002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 |
16.38Мб |
| 002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt |
17.17Кб |
| 002 FULL-TENSORFLOW-NOTES-AND-DATA.zip |
299.65Мб |
| 003 FAQ - Frequently Asked Questions.html |
1.53Кб |
| 003 FULL-TENSORFLOW-NOTES-AND-DATA.zip |
299.65Мб |
| 004 Quick Note for MacOS and Linux Users.html |
3.04Кб |
| 005 Installing TensorFlow Environment.mp4 |
27.82Мб |
| 005 Installing TensorFlow Environment-subtitle-en.srt |
20.39Кб |
| 006 Machine Learning Overview.mp4 |
30.43Мб |
| 006 Machine Learning Overview-subtitle-en.srt |
27.50Кб |
| 007 Crash Course Section Introduction.mp4 |
2.15Мб |
| 007 Crash Course Section Introduction-subtitle-en.srt |
2.02Кб |
| 008 NumPy Crash Course.mp4 |
32.51Мб |
| 008 NumPy Crash Course-subtitle-en.srt |
24.26Кб |
| 009 Pandas Crash Course.mp4 |
9.02Мб |
| 009 Pandas Crash Course-subtitle-en.srt |
6.93Кб |
| 010 Data Visualization Crash Course.mp4 |
19.51Мб |
| 010 Data Visualization Crash Course-subtitle-en.srt |
11.81Кб |
| 011 SciKit Learn Preprocessing Overview.mp4 |
20.29Мб |
| 011 SciKit Learn Preprocessing Overview-subtitle-en.srt |
14.20Кб |
| 012 Crash Course Review Exercise.mp4 |
7.66Мб |
| 012 Crash Course Review Exercise-subtitle-en.srt |
3.77Кб |
| 013 Crash Course Review Exercise - Solutions.mp4 |
17.39Мб |
| 013 Crash Course Review Exercise - Solutions-subtitle-en.srt |
9.45Кб |
| 014 Introduction to Neural Networks.mp4 |
1.59Мб |
| 014 Introduction to Neural Networks-subtitle-en.srt |
1.50Кб |
| 015 Introduction to Perceptron.mp4 |
6.79Мб |
| 015 Introduction to Perceptron-subtitle-en.srt |
8.06Кб |
| 016 Neural Network Activation Functions.mp4 |
8.62Мб |
| 016 Neural Network Activation Functions-subtitle-en.srt |
9.84Кб |
| 017 Cost Functions.mp4 |
4.99Мб |
| 017 Cost Functions-subtitle-en.srt |
5.43Кб |
| 018 Gradient Descent Backpropagation.mp4 |
4.60Мб |
| 018 Gradient Descent Backpropagation-subtitle-en.srt |
5.46Кб |
| 019 TensorFlow Playground.mp4 |
27.22Мб |
| 019 TensorFlow Playground-subtitle-en.srt |
15.91Кб |
| 020 Manual Creation of Neural Network - Part One.mp4 |
12.54Мб |
| 020 Manual Creation of Neural Network - Part One-subtitle-en.srt |
9.07Кб |
| 021 Manual Creation of Neural Network - Part Two - Operations.mp4 |
11.41Мб |
| 021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.srt |
11.92Кб |
| 022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4 |
13.26Мб |
| 022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.srt |
13.06Кб |
| 023 Manual Creation of Neural Network - Part Four - Session.mp4 |
25.16Мб |
| 023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.srt |
13.91Кб |
| 024 Manual Neural Network Classification Task.mp4 |
40.52Мб |
| 024 Manual Neural Network Classification Task-subtitle-en.srt |
25.04Кб |
| 025 Introduction to TensorFlow.mp4 |
1.97Мб |
| 025 Introduction to TensorFlow-subtitle-en.srt |
2.31Кб |
| 026 TensorFlow Basic Syntax.mp4 |
18.99Мб |
| 026 TensorFlow Basic Syntax-subtitle-en.srt |
20.62Кб |
| 027 TensorFlow Graphs.mp4 |
8.54Мб |
| 027 TensorFlow Graphs-subtitle-en.srt |
8.96Кб |
| 028 Variables and Placeholders.mp4 |
12.84Мб |
| 028 Variables and Placeholders-subtitle-en.srt |
9.30Кб |
| 029 TensorFlow - A Neural Network - Part One.mp4 |
11.64Мб |
| 029 TensorFlow - A Neural Network - Part One-subtitle-en.srt |
11.44Кб |
| 030 TensorFlow - A Neural Network - Part Two.mp4 |
32.51Мб |
| 030 TensorFlow - A Neural Network - Part Two-subtitle-en.srt |
29.89Кб |
| 031 TensorFlow Regression Example - Part One.mp4 |
30.06Мб |
| 031 TensorFlow Regression Example - Part One-subtitle-en.srt |
29.91Кб |
| 032 TensorFlow Regression Example _ Part Two.mp4 |
57.79Мб |
| 032 TensorFlow Regression Example _ Part Two-subtitle-en.srt |
34.00Кб |
| 033 TensorFlow Classification Example - Part One.mp4 |
23.76Мб |
| 033 TensorFlow Classification Example - Part One-subtitle-en.srt |
20.49Кб |
| 034 TensorFlow Classification Example - Part Two.mp4 |
31.94Мб |
| 034 TensorFlow Classification Example - Part Two-subtitle-en.srt |
17.57Кб |
| 035 TF Regression Exercise.mp4 |
7.96Мб |
| 035 TF Regression Exercise-subtitle-en.srt |
5.52Кб |
| 036 TF Regression Exercise Solution Walkthrough.mp4 |
27.76Мб |
| 036 TF Regression Exercise Solution Walkthrough-subtitle-en.srt |
17.82Кб |
| 037 TF Classification Exercise.mp4 |
8.95Мб |
| 037 TF Classification Exercise-subtitle-en.srt |
7.90Кб |
| 038 TF Classification Exercise Solution Walkthrough.mp4 |
21.72Мб |
| 038 TF Classification Exercise Solution Walkthrough-subtitle-en.srt |
17.44Кб |
| 039 Saving and Restoring Models.mp4 |
15.44Мб |
| 039 Saving and Restoring Models-subtitle-en.srt |
10.50Кб |
| 040 Introduction to Convolutional Neural Network Section.mp4 |
1.17Мб |
| 040 Introduction to Convolutional Neural Network Section-subtitle-en.srt |
1.31Кб |
| 041 Review of Neural Networks.mp4 |
3.39Мб |
| 041 Review of Neural Networks-subtitle-en.srt |
4.00Кб |
| 042 New Theory Topics.mp4 |
19.70Мб |
| 042 New Theory Topics-subtitle-en.srt |
23.26Кб |
| 043 Quick note on MNIST lecture.html |
1.25Кб |
| 044 MNIST Data Overview.mp4 |
6.57Мб |
| 044 MNIST Data Overview-subtitle-en.srt |
6.63Кб |
| 045 MNIST Basic Approach Part One.mp4 |
12.11Мб |
| 045 MNIST Basic Approach Part One-subtitle-en.srt |
13.23Кб |
| 046 MNIST Basic Approach Part Two.mp4 |
34.94Мб |
| 046 MNIST Basic Approach Part Two-subtitle-en.srt |
24.74Кб |
| 047 CNN Theory Part One.mp4 |
26.57Мб |
| 047 CNN Theory Part One-subtitle-en.srt |
28.24Кб |
| 048 CNN Theory Part Two.mp4 |
6.55Мб |
| 048 CNN Theory Part Two-subtitle-en.srt |
6.77Кб |
| 049 CNN MNIST Code Along - Part One.mp4 |
26.21Мб |
| 049 CNN MNIST Code Along - Part One-subtitle-en.srt |
24.43Кб |
| 050 CNN MNIST Code Along - Part Two.mp4 |
9.65Мб |
| 050 CNN MNIST Code Along - Part Two-subtitle-en.srt |
7.87Кб |
| 051 Introduction to CNN Project.mp4 |
16.06Мб |
| 051 Introduction to CNN Project-subtitle-en.srt |
10.36Кб |
| 052 CNN Project Exercise Solution - Part One.mp4 |
50.15Мб |
| 052 CNN Project Exercise Solution - Part One-subtitle-en.srt |
23.21Кб |
| 053 CNN Project Exercise Solution - Part Two.mp4 |
27.01Мб |
| 053 CNN Project Exercise Solution - Part Two-subtitle-en.srt |
17.09Кб |
| 054 Introduction to RNN Section.mp4 |
1.57Мб |
| 054 Introduction to RNN Section-subtitle-en.srt |
1.80Кб |
| 055 RNN Theory.mp4 |
10.27Мб |
| 055 RNN Theory-subtitle-en.srt |
12.47Кб |
| 056 Manual Creation of RNN.mp4 |
16.64Мб |
| 056 Manual Creation of RNN-subtitle-en.srt |
16.64Кб |
| 057 Vanishing Gradients.mp4 |
6.05Мб |
| 057 Vanishing Gradients-subtitle-en.srt |
6.92Кб |
| 058 LSTM and GRU Theory.mp4 |
12.91Мб |
| 058 LSTM and GRU Theory-subtitle-en.srt |
15.01Кб |
| 059 Introduction to RNN with TensorFlow API.mp4 |
6.26Мб |
| 059 Introduction to RNN with TensorFlow API-subtitle-en.srt |
7.29Кб |
| 060 RNN with TensorFlow - Part One.mp4 |
34.09Мб |
| 060 RNN with TensorFlow - Part One-subtitle-en.srt |
28.58Кб |
| 061 RNN with TensorFlow - Part Two.mp4 |
30.32Мб |
| 061 RNN with TensorFlow - Part Two-subtitle-en.srt |
27.00Кб |
| 062 Quick Note on RNN Plotting Part 3.html |
1.98Кб |
| 063 RNN with TensorFlow - Part Three.mp4 |
12.67Мб |
| 063 RNN with TensorFlow - Part Three-subtitle-en.srt |
11.04Кб |
| 064 Time Series Exercise Overview.mp4 |
13.64Мб |
| 064 Time Series Exercise Overview-subtitle-en.srt |
12.14Кб |
| 065 Time Series Exercise Solution.mp4 |
35.12Мб |
| 065 Time Series Exercise Solution-subtitle-en.srt |
25.49Кб |
| 066 Quick Note on Word2Vec.mp4 |
6.05Мб |
| 066 Quick Note on Word2Vec-subtitle-en.srt |
5.00Кб |
| 067 Word2Vec Theory.mp4 |
16.55Мб |
| 067 Word2Vec Theory-subtitle-en.srt |
18.80Кб |
| 068 Word2Vec Code Along - Part One.mp4 |
35.53Мб |
| 068 Word2Vec Code Along - Part One-subtitle-en.srt |
25.86Кб |
| 069 Word2Vec Part Two.mp4 |
33.38Мб |
| 069 Word2Vec Part Two-subtitle-en.srt |
17.45Кб |
| 070 Intro to Miscellaneous Topics.html |
1.46Кб |
| 070 Miscellaneous-Topics.zip |
74.05Кб |
| 071 Deep Nets with Tensorflow Abstractions API - Part One.mp4 |
16.25Мб |
| 071 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.srt |
11.20Кб |
| 072 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4 |
18.69Мб |
| 072 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.srt |
11.24Кб |
| 073 Deep Nets with Tensorflow Abstractions API - Keras.mp4 |
33.37Мб |
| 073 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.srt |
18.92Кб |
| 074 Deep Nets with Tensorflow Abstractions API - Layers.mp4 |
28.72Мб |
| 074 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.srt |
15.87Кб |
| 075 Tensorboard.mp4 |
39.96Мб |
| 075 Tensorboard-subtitle-en.srt |
26.68Кб |
| 076 Autoencoder Basics.mp4 |
13.91Мб |
| 076 Autoencoder Basics-subtitle-en.srt |
13.33Кб |
| 077 Dimensionality Reduction with Linear Autoencoder.mp4 |
37.58Мб |
| 077 Dimensionality Reduction with Linear Autoencoder-subtitle-en.srt |
25.97Кб |
| 078 Linear Autoencoder PCA Exercise Overview.mp4 |
6.15Мб |
| 078 Linear Autoencoder PCA Exercise Overview-subtitle-en.srt |
2.94Кб |
| 079 Linear Autoencoder PCA Exercise Solutions.mp4 |
22.88Мб |
| 079 Linear Autoencoder PCA Exercise Solutions-subtitle-en.srt |
11.69Кб |
| 080 Stacked Autoencoder.mp4 |
43.92Мб |
| 080 Stacked Autoencoder-subtitle-en.srt |
29.31Кб |
| 081 Introduction to Reinforcement Learning with OpenAI Gym.mp4 |
7.98Мб |
| 081 Introduction to Reinforcement Learning with OpenAI Gym-subtitle-en.srt |
6.78Кб |
| 082 Extra Resources for Reinforcement Learning.html |
2.34Кб |
| 083 Introduction to OpenAI Gym.mp4 |
13.94Мб |
| 083 Introduction to OpenAI Gym-subtitle-en.srt |
9.32Кб |
| 084 OpenAI Gym Steup.mp4 |
14.77Мб |
| 084 OpenAI Gym Steup-subtitle-en.srt |
12.30Кб |
| 085 Open AI Gym Env Basics.mp4 |
9.97Мб |
| 085 Open AI Gym Env Basics-subtitle-en.srt |
9.67Кб |
| 086 Open AI Gym Observations.mp4 |
15.36Мб |
| 086 Open AI Gym Observations-subtitle-en.srt |
13.89Кб |
| 087 OpenAI Gym Actions.mp4 |
14.79Мб |
| 087 OpenAI Gym Actions-subtitle-en.srt |
13.25Кб |
| 088 Simple Neural Network Game.mp4 |
35.82Мб |
| 088 Simple Neural Network Game-subtitle-en.srt |
24.46Кб |
| 089 Policy Gradient Theory.mp4 |
13.70Мб |
| 089 Policy Gradient Theory-subtitle-en.srt |
12.34Кб |
| 090 Policy Gradient Code Along Part One.mp4 |
26.00Мб |
| 090 Policy Gradient Code Along Part One-subtitle-en.srt |
17.15Кб |
| 091 Policy Gradient Code Along Part Two.mp4 |
32.85Мб |
| 091 Policy Gradient Code Along Part Two-subtitle-en.srt |
17.47Кб |
| 092 Introduction to GANs.mp4 |
13.49Мб |
| 092 Introduction to GANs-subtitle-en.srt |
11.37Кб |
| 093 GAN Code Along - Part One.mp4 |
19.49Мб |
| 093 GAN Code Along - Part One-subtitle-en.srt |
13.67Кб |
| 094 GAN Code Along - Part Two.mp4 |
29.28Мб |
| 094 GAN Code Along - Part Two-subtitle-en.srt |
16.75Кб |
| 095 GAN Code Along - Part Three.mp4 |
27.56Мб |
| 095 GAN Code Along - Part Three-subtitle-en.srt |
16.78Кб |
| 096 Bonus Lecture_ Discounts for for My Other Courses.html |
4.80Кб |
| external_links.txt |
130б |
| external_links.txt |
137б |
| external_links.txt |
240б |
| external_links.txt |
122б |
| external_links.txt |
122б |
| external_links.txt |
130б |
| external_links.txt |
141б |