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[FreeTutorials.Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python
magnet:?xt=urn:btih:25110fe5061787fd80110042b9562f163498b037&dn=[FreeTutorials.Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python
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25110fe5061787fd80110042b9562f163498b037
infohash:
89
文件数量
1.66 GB
文件大小
2018-3-16 03:37
创建日期
2024-10-5 07:05
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FreeTutorials
Us
Udemy
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complete-guide-to-tensorflow-for-deep-learning-with-python
01 Introduction/001 Introduction.mp4 11.95 MB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 16.38 MB
02 Installation and Setup/005 Installing TensorFlow Environment.mp4 27.82 MB
03 What is Machine Learning_/006 Machine Learning Overview.mp4 30.43 MB
04 Crash Course Overview/007 Crash Course Section Introduction.mp4 2.15 MB
04 Crash Course Overview/008 NumPy Crash Course.mp4 32.51 MB
04 Crash Course Overview/009 Pandas Crash Course.mp4 9.02 MB
04 Crash Course Overview/010 Data Visualization Crash Course.mp4 19.51 MB
04 Crash Course Overview/011 SciKit Learn Preprocessing Overview.mp4 20.29 MB
04 Crash Course Overview/012 Crash Course Review Exercise.mp4 7.66 MB
04 Crash Course Overview/013 Crash Course Review Exercise - Solutions.mp4 17.39 MB
05 Introduction to Neural Networks/014 Introduction to Neural Networks.mp4 1.59 MB
05 Introduction to Neural Networks/015 Introduction to Perceptron.mp4 6.79 MB
05 Introduction to Neural Networks/016 Neural Network Activation Functions.mp4 8.62 MB
05 Introduction to Neural Networks/017 Cost Functions.mp4 4.99 MB
05 Introduction to Neural Networks/018 Gradient Descent Backpropagation.mp4 4.6 MB
05 Introduction to Neural Networks/019 TensorFlow Playground.mp4 27.22 MB
05 Introduction to Neural Networks/020 Manual Creation of Neural Network - Part One.mp4 12.54 MB
05 Introduction to Neural Networks/021 Manual Creation of Neural Network - Part Two - Operations.mp4 11.41 MB
05 Introduction to Neural Networks/022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4 13.26 MB
05 Introduction to Neural Networks/023 Manual Creation of Neural Network - Part Four - Session.mp4 25.16 MB
05 Introduction to Neural Networks/024 Manual Neural Network Classification Task.mp4 40.52 MB
06 TensorFlow Basics/025 Introduction to TensorFlow.mp4 1.97 MB
06 TensorFlow Basics/026 TensorFlow Basic Syntax.mp4 18.99 MB
06 TensorFlow Basics/027 TensorFlow Graphs.mp4 8.54 MB
06 TensorFlow Basics/028 Variables and Placeholders.mp4 12.84 MB
06 TensorFlow Basics/029 TensorFlow - A Neural Network - Part One.mp4 11.64 MB
06 TensorFlow Basics/030 TensorFlow - A Neural Network - Part Two.mp4 32.51 MB
06 TensorFlow Basics/031 TensorFlow Regression Example - Part One.mp4 30.06 MB
06 TensorFlow Basics/032 TensorFlow Regression Example - Part Two.mp4 50.74 MB
06 TensorFlow Basics/033 TensorFlow Classification Example - Part One.mp4 23.76 MB
06 TensorFlow Basics/034 TensorFlow Classification Example - Part Two.mp4 31.94 MB
06 TensorFlow Basics/035 TF Regression Exercise.mp4 7.96 MB
06 TensorFlow Basics/036 TF Regression Exercise Solution Walkthrough.mp4 27.76 MB
06 TensorFlow Basics/037 TF Classification Exercise.mp4 8.95 MB
06 TensorFlow Basics/038 TF Classification Exercise Solution Walkthrough.mp4 21.72 MB
06 TensorFlow Basics/039 Saving and Restoring Models.mp4 15.44 MB
07 Convolutional Neural Networks/040 Introduction to Convolutional Neural Network Section.mp4 1.17 MB
07 Convolutional Neural Networks/041 Review of Neural Networks.mp4 3.39 MB
07 Convolutional Neural Networks/042 New Theory Topics.mp4 19.7 MB
07 Convolutional Neural Networks/043 MNIST Data Overview.mp4 6.57 MB
07 Convolutional Neural Networks/044 MNIST Basic Approach Part One.mp4 12.11 MB
07 Convolutional Neural Networks/045 MNIST Basic Approach Part Two.mp4 34.94 MB
07 Convolutional Neural Networks/046 CNN Theory Part One.mp4 26.57 MB
07 Convolutional Neural Networks/047 CNN Theory Part Two.mp4 6.55 MB
07 Convolutional Neural Networks/048 CNN MNIST Code Along - Part One.mp4 26.21 MB
07 Convolutional Neural Networks/049 CNN MNIST Code Along - Part Two.mp4 9.65 MB
07 Convolutional Neural Networks/050 Introduction to CNN Project.mp4 16.06 MB
07 Convolutional Neural Networks/051 CNN Project Exercise Solution - Part One.mp4 50.15 MB
07 Convolutional Neural Networks/052 CNN Project Exercise Solution - Part Two.mp4 27.01 MB
08 Recurrent Neural Networks/053 Introduction to RNN Section.mp4 1.57 MB
08 Recurrent Neural Networks/054 RNN Theory.mp4 10.27 MB
08 Recurrent Neural Networks/055 Manual Creation of RNN.mp4 16.64 MB
08 Recurrent Neural Networks/056 Vanishing Gradients.mp4 6.05 MB
08 Recurrent Neural Networks/057 LSTM and GRU Theory.mp4 12.91 MB
08 Recurrent Neural Networks/058 Introduction to RNN with TensorFlow API.mp4 6.26 MB
08 Recurrent Neural Networks/059 RNN with TensorFlow - Part One.mp4 34.09 MB
08 Recurrent Neural Networks/060 RNN with TensorFlow - Part Two.mp4 30.32 MB
08 Recurrent Neural Networks/061 RNN with TensorFlow - Part Three.mp4 12.67 MB
08 Recurrent Neural Networks/062 Time Series Exercise Overview.mp4 13.64 MB
08 Recurrent Neural Networks/063 Time Series Exercise Solution.mp4 35.12 MB
08 Recurrent Neural Networks/064 Quick Note on Word2Vec.mp4 6.05 MB
08 Recurrent Neural Networks/065 Word2Vec Theory.mp4 16.55 MB
08 Recurrent Neural Networks/066 Word2Vec Code Along - Part One.mp4 35.53 MB
08 Recurrent Neural Networks/067 Word2Vec Part Two.mp4 33.38 MB
09 Miscellaneous Topics/069 Deep Nets with Tensorflow Abstractions API - Part One.mp4 16.25 MB
09 Miscellaneous Topics/070 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4 18.69 MB
09 Miscellaneous Topics/071 Deep Nets with Tensorflow Abstractions API - Keras.mp4 33.37 MB
09 Miscellaneous Topics/072 Deep Nets with Tensorflow Abstractions API - Layers.mp4 28.72 MB
09 Miscellaneous Topics/073 Tensorboard.mp4 39.96 MB
10 AutoEncoders/074 Autoencoder Basics.mp4 13.91 MB
10 AutoEncoders/075 Dimensionality Reduction with Linear Autoencoder.mp4 37.58 MB
10 AutoEncoders/076 Linear Autoencoder PCA Exercise Overview.mp4 6.15 MB
10 AutoEncoders/077 Linear Autoencoder PCA Exercise Solutions.mp4 22.88 MB
10 AutoEncoders/078 Stacked Autoencoder.mp4 43.92 MB
11 Reinforcement Learning with OpenAI Gym/079 Introduction to Reinforcement Learning with OpenAI Gym.mp4 7.98 MB
11 Reinforcement Learning with OpenAI Gym/081 Introduction to OpenAI Gym.mp4 13.94 MB
11 Reinforcement Learning with OpenAI Gym/082 OpenAI Gym Steup.mp4 14.77 MB
11 Reinforcement Learning with OpenAI Gym/083 Open AI Gym Env Basics.mp4 9.97 MB
11 Reinforcement Learning with OpenAI Gym/084 Open AI Gym Observations.mp4 15.36 MB
11 Reinforcement Learning with OpenAI Gym/085 OpenAI Gym Actions.mp4 14.79 MB
11 Reinforcement Learning with OpenAI Gym/086 Simple Neural Network Game.mp4 35.82 MB
11 Reinforcement Learning with OpenAI Gym/087 Policy Gradient Theory.mp4 13.7 MB
11 Reinforcement Learning with OpenAI Gym/088 Policy Gradient Code Along Part One.mp4 26 MB
11 Reinforcement Learning with OpenAI Gym/089 Policy Gradient Code Along Part Two.mp4 32.85 MB
12 GAN - Generative Adversarial Networks/090 Introduction to GANs.mp4 13.49 MB
12 GAN - Generative Adversarial Networks/091 GAN Code Along - Part One.mp4 19.49 MB
12 GAN - Generative Adversarial Networks/092 GAN Code Along - Part Two.mp4 29.28 MB
12 GAN - Generative Adversarial Networks/093 GAN Code Along - Part Three.mp4 27.56 MB
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