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[FreeTutorials.Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python
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2018-3-16 03:37
2024-8-24 18:13
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complete-guide-to-tensorflow-for-deep-learning-with-python
文件列表
01 Introduction/001 Introduction.mp4
11.95MB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4
16.38MB
02 Installation and Setup/005 Installing TensorFlow Environment.mp4
27.82MB
03 What is Machine Learning_/006 Machine Learning Overview.mp4
30.43MB
04 Crash Course Overview/007 Crash Course Section Introduction.mp4
2.15MB
04 Crash Course Overview/008 NumPy Crash Course.mp4
32.51MB
04 Crash Course Overview/009 Pandas Crash Course.mp4
9.02MB
04 Crash Course Overview/010 Data Visualization Crash Course.mp4
19.51MB
04 Crash Course Overview/011 SciKit Learn Preprocessing Overview.mp4
20.29MB
04 Crash Course Overview/012 Crash Course Review Exercise.mp4
7.66MB
04 Crash Course Overview/013 Crash Course Review Exercise - Solutions.mp4
17.39MB
05 Introduction to Neural Networks/014 Introduction to Neural Networks.mp4
1.59MB
05 Introduction to Neural Networks/015 Introduction to Perceptron.mp4
6.79MB
05 Introduction to Neural Networks/016 Neural Network Activation Functions.mp4
8.62MB
05 Introduction to Neural Networks/017 Cost Functions.mp4
4.99MB
05 Introduction to Neural Networks/018 Gradient Descent Backpropagation.mp4
4.6MB
05 Introduction to Neural Networks/019 TensorFlow Playground.mp4
27.22MB
05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One.mp4
12.54MB
05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations.mp4
11.41MB
05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4
13.26MB
05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session.mp4
25.16MB
05 Introduction to Neural Networks/024 Manual Neural Network Classification Task.mp4
40.52MB
06 TensorFlow Basics/025 Introduction to TensorFlow.mp4
1.97MB
06 TensorFlow Basics/026 TensorFlow Basic Syntax.mp4
18.99MB
06 TensorFlow Basics/027 TensorFlow Graphs.mp4
8.54MB
06 TensorFlow Basics/028 Variables and Placeholders.mp4
12.84MB
06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One.mp4
11.64MB
06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two.mp4
32.51MB
06 TensorFlow Basics/031 TensorFlow Regression Example - Part One.mp4
30.06MB
06 TensorFlow Basics/032 TensorFlow Regression Example - Part Two.mp4
50.74MB
06 TensorFlow Basics/033 TensorFlow Classification Example - Part One.mp4
23.76MB
06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two.mp4
31.94MB
06 TensorFlow Basics/035 TF Regression Exercise.mp4
7.96MB
06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough.mp4
27.76MB
06 TensorFlow Basics/037 TF Classification Exercise.mp4
8.95MB
06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough.mp4
21.72MB
06 TensorFlow Basics/039 Saving and Restoring Models.mp4
15.44MB
07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section.mp4
1.17MB
07 Convolutional Neural Networks/041 Review of Neural Networks.mp4
3.39MB
07 Convolutional Neural Networks/042 New Theory Topics.mp4
19.7MB
07 Convolutional Neural Networks/043 MNIST Data Overview.mp4
6.57MB
07 Convolutional Neural Networks/044 MNIST Basic Approach Part One.mp4
12.11MB
07 Convolutional Neural Networks/045 MNIST Basic Approach Part Two.mp4
34.94MB
07 Convolutional Neural Networks/046 CNN Theory Part One.mp4
26.57MB
07 Convolutional Neural Networks/047 CNN Theory Part Two.mp4
6.55MB
07 Convolutional Neural Networks/048 CNN MNIST Code Along - Part One.mp4
26.21MB
07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part Two.mp4
9.65MB
07 Convolutional Neural Networks/050 Introduction to CNN Project.mp4
16.06MB
07 Convolutional Neural Networks/051 CNN Project Exercise Solution - Part One.mp4
50.15MB
07 Convolutional Neural Networks/052 CNN Project Exercise Solution - Part Two.mp4
27.01MB
08 Recurrent Neural Networks/053 Introduction to RNN Section.mp4
1.57MB
08 Recurrent Neural Networks/054 RNN Theory.mp4
10.27MB
08 Recurrent Neural Networks/055 Manual Creation of RNN.mp4
16.64MB
08 Recurrent Neural Networks/056 Vanishing Gradients.mp4
6.05MB
08 Recurrent Neural Networks/057 LSTM and GRU Theory.mp4
12.91MB
08 Recurrent Neural Networks/058 Introduction to RNN with TensorFlow API.mp4
6.26MB
08 Recurrent Neural Networks/059 RNN with TensorFlow - Part One.mp4
34.09MB
08 Recurrent Neural Networks/060 RNN with TensorFlow - Part Two.mp4
30.32MB
08 Recurrent Neural Networks/061 RNN with TensorFlow - Part Three.mp4
12.67MB
08 Recurrent Neural Networks/062 Time Series Exercise Overview.mp4
13.64MB
08 Recurrent Neural Networks/063 Time Series Exercise Solution.mp4
35.12MB
08 Recurrent Neural Networks/064 Quick Note on Word2Vec.mp4
6.05MB
08 Recurrent Neural Networks/065 Word2Vec Theory.mp4
16.55MB
08 Recurrent Neural Networks/066 Word2Vec Code Along - Part One.mp4
35.53MB
08 Recurrent Neural Networks/067 Word2Vec Part Two.mp4
33.38MB
09 Miscellaneous Topics/069 Deep Nets with Tensorflow Abstractions API - Part One.mp4
16.25MB
09 Miscellaneous Topics/070 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4
18.69MB
09 Miscellaneous Topics/071 Deep Nets with Tensorflow Abstractions API - Keras.mp4
33.37MB
09 Miscellaneous Topics/072 Deep Nets with Tensorflow Abstractions API - Layers.mp4
28.72MB
09 Miscellaneous Topics/073 Tensorboard.mp4
39.96MB
10 AutoEncoders/074 Autoencoder Basics.mp4
13.91MB
10 AutoEncoders/075 Dimensionality Reduction with Linear Autoencoder.mp4
37.58MB
10 AutoEncoders/076 Linear Autoencoder PCA Exercise Overview.mp4
6.15MB
10 AutoEncoders/077 Linear Autoencoder PCA Exercise Solutions.mp4
22.88MB
10 AutoEncoders/078 Stacked Autoencoder.mp4
43.92MB
11 Reinforcement Learning with OpenAI Gym/079 Introduction to Reinforcement Learning with OpenAI Gym.mp4
7.98MB
11 Reinforcement Learning with OpenAI Gym/081 Introduction to OpenAI Gym.mp4
13.94MB
11 Reinforcement Learning with OpenAI Gym/082 OpenAI Gym Steup.mp4
14.77MB
11 Reinforcement Learning with OpenAI Gym/083 Open AI Gym Env Basics.mp4
9.97MB
11 Reinforcement Learning with OpenAI Gym/084 Open AI Gym Observations.mp4
15.36MB
11 Reinforcement Learning with OpenAI Gym/085 OpenAI Gym Actions.mp4
14.79MB
11 Reinforcement Learning with OpenAI Gym/086 Simple Neural Network Game.mp4
35.82MB
11 Reinforcement Learning with OpenAI Gym/087 Policy Gradient Theory.mp4
13.7MB
11 Reinforcement Learning with OpenAI Gym/088 Policy Gradient Code Along Part One.mp4
26MB
11 Reinforcement Learning with OpenAI Gym/089 Policy Gradient Code Along Part Two.mp4
32.85MB
12 GAN - Generative Adversarial Networks/090 Introduction to GANs.mp4
13.49MB
12 GAN - Generative Adversarial Networks/091 GAN Code Along - Part One.mp4
19.49MB
12 GAN - Generative Adversarial Networks/092 GAN Code Along - Part Two.mp4
29.28MB
12 GAN - Generative Adversarial Networks/093 GAN Code Along - Part Three.mp4
27.56MB
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