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[FreeTutorials.Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python
- Date: 2022-11-02
- Size: 2.3 GB
- Files: 192
File Name
Size
01 Introduction/001 Introduction.mp4
12 MB
01 Introduction/001 Introduction-subtitle-en.vtt
3.9 kB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4
16 MB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.vtt
14 kB
01 Introduction/002 FULL-TENSORFLOW-NOTES-AND-DATA.zip
300 MB
01 Introduction/003 FULL-TENSORFLOW-NOTES-AND-DATA.zip
300 MB
02 Installation and Setup/005 Installing TensorFlow Environment.mp4
28 MB
02 Installation and Setup/005 Installing TensorFlow Environment-subtitle-en.vtt
17 kB
03 What is Machine Learning_/006 Machine Learning Overview.mp4
30 MB
03 What is Machine Learning_/006 Machine Learning Overview-subtitle-en.vtt
24 kB
03 What is Machine Learning_/external_links.txt
132 B
04 Crash Course Overview/007 Crash Course Section Introduction.mp4
2.2 MB
04 Crash Course Overview/007 Crash Course Section Introduction-subtitle-en.vtt
1.7 kB
04 Crash Course Overview/008 NumPy Crash Course.mp4
32 MB
04 Crash Course Overview/008 NumPy Crash Course-subtitle-en.vtt
20 kB
04 Crash Course Overview/009 Pandas Crash Course.mp4
9.0 MB
04 Crash Course Overview/009 Pandas Crash Course-subtitle-en.vtt
5.9 kB
04 Crash Course Overview/010 Data Visualization Crash Course.mp4
20 MB
04 Crash Course Overview/010 Data Visualization Crash Course-subtitle-en.vtt
10 kB
04 Crash Course Overview/011 SciKit Learn Preprocessing Overview.mp4
20 MB
04 Crash Course Overview/011 SciKit Learn Preprocessing Overview-subtitle-en.vtt
12 kB
04 Crash Course Overview/012 Crash Course Review Exercise.mp4
7.7 MB
04 Crash Course Overview/012 Crash Course Review Exercise-subtitle-en.vtt
3.2 kB
04 Crash Course Overview/013 Crash Course Review Exercise - Solutions.mp4
17 MB
04 Crash Course Overview/013 Crash Course Review Exercise - Solutions-subtitle-en.vtt
7.9 kB
05 Introduction to Neural Networks/014 Introduction to Neural Networks.mp4
1.6 MB
05 Introduction to Neural Networks/014 Introduction to Neural Networks-subtitle-en.vtt
1.3 kB
05 Introduction to Neural Networks/015 Introduction to Perceptron.mp4
6.8 MB
05 Introduction to Neural Networks/015 Introduction to Perceptron-subtitle-en.vtt
6.8 kB
05 Introduction to Neural Networks/016 Neural Network Activation Functions.mp4
8.6 MB
05 Introduction to Neural Networks/016 Neural Network Activation Functions-subtitle-en.vtt
8.4 kB
05 Introduction to Neural Networks/017 Cost Functions.mp4
5.0 MB
05 Introduction to Neural Networks/017 Cost Functions-subtitle-en.vtt
4.6 kB
05 Introduction to Neural Networks/018 Gradient Descent Backpropagation.mp4
4.6 MB
05 Introduction to Neural Networks/018 Gradient Descent Backpropagation-subtitle-en.vtt
4.7 kB
05 Introduction to Neural Networks/019 TensorFlow Playground.mp4
27 MB
05 Introduction to Neural Networks/019 TensorFlow Playground-subtitle-en.vtt
13 kB
05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One.mp4
12 MB
05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One-subtitle-en.vtt
7.7 kB
05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations.mp4
11 MB
05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.vtt
10 kB
05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4
13 MB
05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.vtt
11 kB
05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session.mp4
25 MB
05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.vtt
12 kB
05 Introduction to Neural Networks/024 Manual Neural Network Classification Task.mp4
40 MB
05 Introduction to Neural Networks/024 Manual Neural Network Classification Task-subtitle-en.vtt
21 kB
05 Introduction to Neural Networks/external_links.txt
139 B
06 TensorFlow Basics/025 Introduction to TensorFlow.mp4
2.0 MB
06 TensorFlow Basics/025 Introduction to TensorFlow-subtitle-en.vtt
2.0 kB
06 TensorFlow Basics/026 TensorFlow Basic Syntax.mp4
19 MB
06 TensorFlow Basics/026 TensorFlow Basic Syntax-subtitle-en.vtt
17 kB
06 TensorFlow Basics/027 TensorFlow Graphs.mp4
8.5 MB
06 TensorFlow Basics/027 TensorFlow Graphs-subtitle-en.vtt
7.5 kB
06 TensorFlow Basics/028 Variables and Placeholders.mp4
13 MB
06 TensorFlow Basics/028 Variables and Placeholders-subtitle-en.vtt
7.8 kB
06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One.mp4
12 MB
06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One-subtitle-en.vtt
9.7 kB
06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two.mp4
32 MB
06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two-subtitle-en.vtt
25 kB
06 TensorFlow Basics/031 TensorFlow Regression Example - Part One.mp4
30 MB
06 TensorFlow Basics/031 TensorFlow Regression Example - Part One-subtitle-en.vtt
25 kB
06 TensorFlow Basics/032 TensorFlow Regression Example - Part Two.mp4
51 MB
06 TensorFlow Basics/032 TensorFlow Regression Example - Part Two-subtitle-en.vtt
23 kB
06 TensorFlow Basics/033 TensorFlow Classification Example - Part One.mp4
24 MB
06 TensorFlow Basics/033 TensorFlow Classification Example - Part One-subtitle-en.vtt
17 kB
06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two.mp4
32 MB
06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two-subtitle-en.vtt
15 kB
06 TensorFlow Basics/035 TF Regression Exercise.mp4
8.0 MB
06 TensorFlow Basics/035 TF Regression Exercise-subtitle-en.vtt
4.7 kB
06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough.mp4
28 MB
06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough-subtitle-en.vtt
15 kB
06 TensorFlow Basics/037 TF Classification Exercise.mp4
9.0 MB
06 TensorFlow Basics/037 TF Classification Exercise-subtitle-en.vtt
6.7 kB
06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough.mp4
22 MB
06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough-subtitle-en.vtt
14 kB
06 TensorFlow Basics/039 Saving and Restoring Models.mp4
15 MB
06 TensorFlow Basics/039 Saving and Restoring Models-subtitle-en.vtt
8.9 kB
06 TensorFlow Basics/external_links.txt
244 B
07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section.mp4
1.2 MB
07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section-subtitle-en.vtt
1.1 kB
07 Convolutional Neural Networks/041 Review of Neural Networks.mp4
3.4 MB
07 Convolutional Neural Networks/041 Review of Neural Networks-subtitle-en.vtt
3.4 kB
07 Convolutional Neural Networks/042 New Theory Topics.mp4
20 MB
07 Convolutional Neural Networks/042 New Theory Topics-subtitle-en.vtt
20 kB
07 Convolutional Neural Networks/043 MNIST Data Overview.mp4
6.6 MB
07 Convolutional Neural Networks/043 MNIST Data Overview-subtitle-en.vtt
5.7 kB
07 Convolutional Neural Networks/044 MNIST Basic Approach Part One.mp4
12 MB
07 Convolutional Neural Networks/044 MNIST Basic Approach Part One-subtitle-en.vtt
11 kB
07 Convolutional Neural Networks/045 MNIST Basic Approach Part Two.mp4
35 MB
07 Convolutional Neural Networks/045 MNIST Basic Approach Part Two-subtitle-en.vtt
21 kB
07 Convolutional Neural Networks/046 CNN Theory Part One.mp4
27 MB
07 Convolutional Neural Networks/046 CNN Theory Part One-subtitle-en.vtt
24 kB
07 Convolutional Neural Networks/047 CNN Theory Part Two.mp4
6.5 MB
07 Convolutional Neural Networks/047 CNN Theory Part Two-subtitle-en.vtt
5.8 kB
07 Convolutional Neural Networks/048 CNN MNIST Code Along - Part One.mp4
26 MB
07 Convolutional Neural Networks/048 CNN MNIST Code Along - Part One-subtitle-en.vtt
20 kB
07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part Two.mp4
9.6 MB
07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part Two-subtitle-en.vtt
6.7 kB
07 Convolutional Neural Networks/050 Introduction to CNN Project.mp4
16 MB
07 Convolutional Neural Networks/050 Introduction to CNN Project-subtitle-en.vtt
8.8 kB
07 Convolutional Neural Networks/051 CNN Project Exercise Solution - Part One.mp4
50 MB
07 Convolutional Neural Networks/051 CNN Project Exercise Solution - Part One-subtitle-en.vtt
20 kB
07 Convolutional Neural Networks/052 CNN Project Exercise Solution - Part Two.mp4
27 MB
07 Convolutional Neural Networks/052 CNN Project Exercise Solution - Part Two-subtitle-en.vtt
14 kB
07 Convolutional Neural Networks/external_links.txt
124 B
08 Recurrent Neural Networks/053 Introduction to RNN Section.mp4
1.6 MB
08 Recurrent Neural Networks/053 Introduction to RNN Section-subtitle-en.vtt
1.6 kB
08 Recurrent Neural Networks/054 RNN Theory.mp4
10 MB
08 Recurrent Neural Networks/054 RNN Theory-subtitle-en.vtt
11 kB
08 Recurrent Neural Networks/055 Manual Creation of RNN.mp4
17 MB
08 Recurrent Neural Networks/055 Manual Creation of RNN-subtitle-en.vtt
14 kB
08 Recurrent Neural Networks/056 Vanishing Gradients.mp4
6.0 MB
08 Recurrent Neural Networks/056 Vanishing Gradients-subtitle-en.vtt
6.0 kB
08 Recurrent Neural Networks/057 LSTM and GRU Theory.mp4
13 MB
08 Recurrent Neural Networks/057 LSTM and GRU Theory-subtitle-en.vtt
13 kB
08 Recurrent Neural Networks/058 Introduction to RNN with TensorFlow API.mp4
6.3 MB
08 Recurrent Neural Networks/058 Introduction to RNN with TensorFlow API-subtitle-en.vtt
6.2 kB
08 Recurrent Neural Networks/059 RNN with TensorFlow - Part One.mp4
34 MB
08 Recurrent Neural Networks/059 RNN with TensorFlow - Part One-subtitle-en.vtt
24 kB
08 Recurrent Neural Networks/060 RNN with TensorFlow - Part Two.mp4
30 MB
08 Recurrent Neural Networks/060 RNN with TensorFlow - Part Two-subtitle-en.vtt
22 kB
08 Recurrent Neural Networks/061 RNN with TensorFlow - Part Three.mp4
13 MB
08 Recurrent Neural Networks/061 RNN with TensorFlow - Part Three-subtitle-en.vtt
9.3 kB
08 Recurrent Neural Networks/062 Time Series Exercise Overview.mp4
14 MB
08 Recurrent Neural Networks/062 Time Series Exercise Overview-subtitle-en.vtt
10 kB
08 Recurrent Neural Networks/063 Time Series Exercise Solution.mp4
35 MB
08 Recurrent Neural Networks/063 Time Series Exercise Solution-subtitle-en.vtt
21 kB
08 Recurrent Neural Networks/064 Quick Note on Word2Vec.mp4
6.0 MB
08 Recurrent Neural Networks/064 Quick Note on Word2Vec-subtitle-en.vtt
4.2 kB
08 Recurrent Neural Networks/065 Word2Vec Theory.mp4
16 MB
08 Recurrent Neural Networks/065 Word2Vec Theory-subtitle-en.vtt
16 kB
08 Recurrent Neural Networks/066 Word2Vec Code Along - Part One.mp4
36 MB
08 Recurrent Neural Networks/066 Word2Vec Code Along - Part One-subtitle-en.vtt
22 kB
08 Recurrent Neural Networks/067 Word2Vec Part Two.mp4
33 MB
08 Recurrent Neural Networks/067 Word2Vec Part Two-subtitle-en.vtt
15 kB
08 Recurrent Neural Networks/external_links.txt
124 B
09 Miscellaneous Topics/068 Miscellaneous-Topics.zip
74 kB
09 Miscellaneous Topics/069 Deep Nets with Tensorflow Abstractions API - Part One.mp4
16 MB
09 Miscellaneous Topics/069 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.vtt
9.6 kB
09 Miscellaneous Topics/070 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4
19 MB
09 Miscellaneous Topics/070 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.vtt
9.5 kB
09 Miscellaneous Topics/071 Deep Nets with Tensorflow Abstractions API - Keras.mp4
33 MB
09 Miscellaneous Topics/071 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.vtt
16 kB
09 Miscellaneous Topics/072 Deep Nets with Tensorflow Abstractions API - Layers.mp4
29 MB
09 Miscellaneous Topics/072 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.vtt
13 kB
09 Miscellaneous Topics/073 Tensorboard.mp4
40 MB
09 Miscellaneous Topics/073 Tensorboard-subtitle-en.vtt
22 kB
10 AutoEncoders/074 05-Autoencoders.zip
7.9 MB
10 AutoEncoders/074 Autoencoder Basics.mp4
14 MB
10 AutoEncoders/074 Autoencoder Basics-subtitle-en.vtt
11 kB
10 AutoEncoders/075 Dimensionality Reduction with Linear Autoencoder.mp4
38 MB
10 AutoEncoders/075 Dimensionality Reduction with Linear Autoencoder-subtitle-en.vtt
22 kB
10 AutoEncoders/076 Linear Autoencoder PCA Exercise Overview.mp4
6.2 MB
10 AutoEncoders/076 Linear Autoencoder PCA Exercise Overview-subtitle-en.vtt
2.5 kB
10 AutoEncoders/077 Linear Autoencoder PCA Exercise Solutions.mp4
23 MB
10 AutoEncoders/077 Linear Autoencoder PCA Exercise Solutions-subtitle-en.vtt
9.8 kB
10 AutoEncoders/078 Stacked Autoencoder.mp4
44 MB
10 AutoEncoders/078 Stacked Autoencoder-subtitle-en.vtt
25 kB
11 Reinforcement Learning with OpenAI Gym/079 Introduction to Reinforcement Learning with OpenAI Gym.mp4
8.0 MB
11 Reinforcement Learning with OpenAI Gym/079 Introduction to Reinforcement Learning with OpenAI Gym-subtitle-en.vtt
5.8 kB
11 Reinforcement Learning with OpenAI Gym/081 Introduction to OpenAI Gym.mp4
14 MB
11 Reinforcement Learning with OpenAI Gym/081 Introduction to OpenAI Gym-subtitle-en.vtt
7.9 kB
11 Reinforcement Learning with OpenAI Gym/082 OpenAI Gym Steup.mp4
15 MB
11 Reinforcement Learning with OpenAI Gym/082 OpenAI Gym Steup-subtitle-en.vtt
10 kB
11 Reinforcement Learning with OpenAI Gym/083 Open AI Gym Env Basics.mp4
10 MB
11 Reinforcement Learning with OpenAI Gym/083 Open AI Gym Env Basics-subtitle-en.vtt
8.2 kB
11 Reinforcement Learning with OpenAI Gym/084 Open AI Gym Observations.mp4
15 MB
11 Reinforcement Learning with OpenAI Gym/084 Open AI Gym Observations-subtitle-en.vtt
12 kB
11 Reinforcement Learning with OpenAI Gym/085 OpenAI Gym Actions.mp4
15 MB
11 Reinforcement Learning with OpenAI Gym/085 OpenAI Gym Actions-subtitle-en.vtt
11 kB
11 Reinforcement Learning with OpenAI Gym/086 Simple Neural Network Game.mp4
36 MB
11 Reinforcement Learning with OpenAI Gym/086 Simple Neural Network Game-subtitle-en.vtt
20 kB
11 Reinforcement Learning with OpenAI Gym/087 Policy Gradient Theory.mp4
14 MB
11 Reinforcement Learning with OpenAI Gym/087 Policy Gradient Theory-subtitle-en.vtt
10 kB
11 Reinforcement Learning with OpenAI Gym/088 Policy Gradient Code Along Part One.mp4
26 MB
11 Reinforcement Learning with OpenAI Gym/088 Policy Gradient Code Along Part One-subtitle-en.vtt
14 kB
11 Reinforcement Learning with OpenAI Gym/089 Policy Gradient Code Along Part Two.mp4
33 MB
11 Reinforcement Learning with OpenAI Gym/089 Policy Gradient Code Along Part Two-subtitle-en.vtt
15 kB
11 Reinforcement Learning with OpenAI Gym/external_links.txt
143 B
12 GAN - Generative Adversarial Networks/090 Introduction to GANs.mp4
14 MB
12 GAN - Generative Adversarial Networks/090 Introduction to GANs-subtitle-en.vtt
9.7 kB
12 GAN - Generative Adversarial Networks/091 GAN Code Along - Part One.mp4
20 MB
12 GAN - Generative Adversarial Networks/091 GAN Code Along - Part One-subtitle-en.vtt
12 kB
12 GAN - Generative Adversarial Networks/092 GAN Code Along - Part Two.mp4
29 MB
12 GAN - Generative Adversarial Networks/092 GAN Code Along - Part Two-subtitle-en.vtt
14 kB
12 GAN - Generative Adversarial Networks/093 GAN Code Along - Part Three.mp4
28 MB
12 GAN - Generative Adversarial Networks/093 GAN Code Along - Part Three-subtitle-en.vtt
14 kB
[FreeCoursesOnline.Us].txt
138 B
[FreeCoursesOnline.Us].url
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