FreeCourseSite com Udemy Complete Guide to TensorFlow for Deep Learning with Python

FreeCourseSite com Udemy Complete Guide to TensorFlow for Deep Learning with Python

Name	[FreeCourseSite.com] Udemy - Complete Guide to TensorFlow for Deep Learning with Python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.4 GB
Total Files	195
Hash	0225E811D4DD1FB3A4D1F0E91A18489AB4CF9243

/01 Introduction/
001 Introduction-subtitle-en.srt	4.6 KB
001 Introduction.mp4	12.5 MB
002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt	17.6 KB
002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4	17.2 MB
002 FULL-TENSORFLOW-NOTES-AND-DATA.zip	314.2 MB
003 FAQ - Frequently Asked Questions.html	1.6 KB
003 FULL-TENSORFLOW-NOTES-AND-DATA.zip	314.2 MB
/02 Installation and Setup/
004 Quick Note for MacOS and Linux Users.html	3.1 KB
005 Installing TensorFlow Environment-subtitle-en.srt	20.9 KB
005 Installing TensorFlow Environment.mp4	29.2 MB
/03 What is Machine Learning_/
006 Machine Learning Overview-subtitle-en.srt	28.2 KB
006 Machine Learning Overview.mp4	31.9 MB
external_links.txt	0.1 KB
/04 Crash Course Overview/
007 Crash Course Section Introduction-subtitle-en.srt	2.1 KB
007 Crash Course Section Introduction.mp4	2.3 MB
008 NumPy Crash Course-subtitle-en.srt	24.8 KB
008 NumPy Crash Course.mp4	34.1 MB
009 Pandas Crash Course-subtitle-en.srt	7.1 KB
009 Pandas Crash Course.mp4	9.5 MB
010 Data Visualization Crash Course-subtitle-en.srt	12.1 KB
010 Data Visualization Crash Course.mp4	20.5 MB
011 SciKit Learn Preprocessing Overview-subtitle-en.srt	14.5 KB
011 SciKit Learn Preprocessing Overview.mp4	21.3 MB
012 Crash Course Review Exercise-subtitle-en.srt	3.9 KB
012 Crash Course Review Exercise.mp4	8.0 MB
013 Crash Course Review Exercise - Solutions-subtitle-en.srt	9.7 KB
013 Crash Course Review Exercise - Solutions.mp4	18.2 MB
/05 Introduction to Neural Networks/
014 Introduction to Neural Networks-subtitle-en.srt	1.5 KB
014 Introduction to Neural Networks.mp4	1.7 MB
015 Introduction to Perceptron-subtitle-en.srt	8.3 KB
015 Introduction to Perceptron.mp4	7.1 MB
016 Neural Network Activation Functions-subtitle-en.srt	10.1 KB
016 Neural Network Activation Functions.mp4	9.0 MB
017 Cost Functions-subtitle-en.srt	5.6 KB
017 Cost Functions.mp4	5.2 MB
018 Gradient Descent Backpropagation-subtitle-en.srt	5.6 KB
018 Gradient Descent Backpropagation.mp4	4.8 MB
019 TensorFlow Playground-subtitle-en.srt	16.3 KB
019 TensorFlow Playground.mp4	28.5 MB
020 Manual Creation of Neural Network - Part One-subtitle-en.srt	9.3 KB
020 Manual Creation of Neural Network - Part One.mp4	13.1 MB
021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.srt	12.2 KB
021 Manual Creation of Neural Network - Part Two - Operations.mp4	12.0 MB
022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.srt	13.4 KB
022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4	13.9 MB
023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.srt	14.2 KB
023 Manual Creation of Neural Network - Part Four - Session.mp4	26.4 MB
024 Manual Neural Network Classification Task-subtitle-en.srt	25.6 KB
024 Manual Neural Network Classification Task.mp4	42.5 MB
external_links.txt	0.1 KB
/06 TensorFlow Basics/
025 Introduction to TensorFlow-subtitle-en.srt	2.4 KB
025 Introduction to TensorFlow.mp4	2.1 MB
026 TensorFlow Basic Syntax-subtitle-en.srt	21.1 KB
026 TensorFlow Basic Syntax.mp4	19.9 MB
027 TensorFlow Graphs-subtitle-en.srt	9.2 KB
027 TensorFlow Graphs.mp4	9.0 MB
028 Variables and Placeholders-subtitle-en.srt	9.5 KB
028 Variables and Placeholders.mp4	13.5 MB
029 TensorFlow - A Neural Network - Part One-subtitle-en.srt	11.7 KB
029 TensorFlow - A Neural Network - Part One.mp4	12.2 MB
030 TensorFlow - A Neural Network - Part Two-subtitle-en.srt	30.6 KB
030 TensorFlow - A Neural Network - Part Two.mp4	34.1 MB
031 TensorFlow Regression Example - Part One-subtitle-en.srt	30.6 KB
031 TensorFlow Regression Example - Part One.mp4	31.5 MB
032 TensorFlow Regression Example _ Part Two-subtitle-en.srt	34.8 KB
032 TensorFlow Regression Example _ Part Two.mp4	60.6 MB
033 TensorFlow Classification Example - Part One-subtitle-en.srt	21.0 KB
033 TensorFlow Classification Example - Part One.mp4	24.9 MB
034 TensorFlow Classification Example - Part Two-subtitle-en.srt	18.0 KB
034 TensorFlow Classification Example - Part Two.mp4	33.5 MB
035 TF Regression Exercise-subtitle-en.srt	5.7 KB
035 TF Regression Exercise.mp4	8.3 MB
036 TF Regression Exercise Solution Walkthrough-subtitle-en.srt	18.3 KB
036 TF Regression Exercise Solution Walkthrough.mp4	29.1 MB
037 TF Classification Exercise-subtitle-en.srt	8.1 KB
037 TF Classification Exercise.mp4	9.4 MB
038 TF Classification Exercise Solution Walkthrough-subtitle-en.srt	17.9 KB
038 TF Classification Exercise Solution Walkthrough.mp4	22.8 MB
039 Saving and Restoring Models-subtitle-en.srt	10.8 KB
039 Saving and Restoring Models.mp4	16.2 MB
external_links.txt	0.2 KB
/07 Convolutional Neural Networks/
040 Introduction to Convolutional Neural Network Section-subtitle-en.srt	1.3 KB
040 Introduction to Convolutional Neural Network Section.mp4	1.2 MB
041 Review of Neural Networks-subtitle-en.srt	4.1 KB
041 Review of Neural Networks.mp4	3.6 MB
042 New Theory Topics-subtitle-en.srt	23.8 KB
042 New Theory Topics.mp4	20.7 MB
043 Quick note on MNIST lecture.html	1.3 KB
044 MNIST Data Overview-subtitle-en.srt	6.8 KB
044 MNIST Data Overview.mp4	6.9 MB
045 MNIST Basic Approach Part One-subtitle-en.srt	13.5 KB
045 MNIST Basic Approach Part One.mp4	12.7 MB
046 MNIST Basic Approach Part Two-subtitle-en.srt	25.3 KB
046 MNIST Basic Approach Part Two.mp4	36.6 MB
047 CNN Theory Part One-subtitle-en.srt	28.9 KB
047 CNN Theory Part One.mp4	27.9 MB
048 CNN Theory Part Two-subtitle-en.srt	6.9 KB
048 CNN Theory Part Two.mp4	6.9 MB
049 CNN MNIST Code Along - Part One-subtitle-en.srt	25.0 KB
049 CNN MNIST Code Along - Part One.mp4	27.5 MB
050 CNN MNIST Code Along - Part Two-subtitle-en.srt	8.1 KB
050 CNN MNIST Code Along - Part Two.mp4	10.1 MB
051 Introduction to CNN Project-subtitle-en.srt	10.6 KB
051 Introduction to CNN Project.mp4	16.8 MB
052 CNN Project Exercise Solution - Part One-subtitle-en.srt	23.8 KB
052 CNN Project Exercise Solution - Part One.mp4	52.6 MB
053 CNN Project Exercise Solution - Part Two-subtitle-en.srt	17.5 KB
053 CNN Project Exercise Solution - Part Two.mp4	28.3 MB
external_links.txt	0.1 KB
/08 Recurrent Neural Networks/
054 Introduction to RNN Section-subtitle-en.srt	1.8 KB
054 Introduction to RNN Section.mp4	1.6 MB
055 RNN Theory-subtitle-en.srt	12.8 KB
055 RNN Theory.mp4	10.8 MB
056 Manual Creation of RNN-subtitle-en.srt	17.0 KB
056 Manual Creation of RNN.mp4	17.5 MB
057 Vanishing Gradients-subtitle-en.srt	7.1 KB
057 Vanishing Gradients.mp4	6.3 MB
058 LSTM and GRU Theory-subtitle-en.srt	15.4 KB
058 LSTM and GRU Theory.mp4	13.5 MB
059 Introduction to RNN with TensorFlow API-subtitle-en.srt	7.5 KB
059 Introduction to RNN with TensorFlow API.mp4	6.6 MB
060 RNN with TensorFlow - Part One-subtitle-en.srt	29.3 KB
060 RNN with TensorFlow - Part One.mp4	35.7 MB
061 RNN with TensorFlow - Part Two-subtitle-en.srt	27.7 KB
061 RNN with TensorFlow - Part Two.mp4	31.8 MB
062 Quick Note on RNN Plotting Part 3.html	2.0 KB
063 RNN with TensorFlow - Part Three-subtitle-en.srt	11.3 KB
063 RNN with TensorFlow - Part Three.mp4	13.3 MB
064 Time Series Exercise Overview-subtitle-en.srt	12.4 KB
064 Time Series Exercise Overview.mp4	14.3 MB
065 Time Series Exercise Solution-subtitle-en.srt	26.1 KB
065 Time Series Exercise Solution.mp4	36.8 MB
066 Quick Note on Word2Vec-subtitle-en.srt	5.1 KB
066 Quick Note on Word2Vec.mp4	6.3 MB
067 Word2Vec Theory-subtitle-en.srt	19.2 KB
067 Word2Vec Theory.mp4	17.4 MB
068 Word2Vec Code Along - Part One-subtitle-en.srt	26.5 KB
068 Word2Vec Code Along - Part One.mp4	37.3 MB
069 Word2Vec Part Two-subtitle-en.srt	17.9 KB
069 Word2Vec Part Two.mp4	35.0 MB
external_links.txt	0.1 KB
/09 Miscellaneous Topics/
070 Intro to Miscellaneous Topics.html	1.5 KB
070 Miscellaneous-Topics.zip	75.8 KB
071 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.srt	11.5 KB
071 Deep Nets with Tensorflow Abstractions API - Part One.mp4	17.0 MB
072 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.srt	11.5 KB
072 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4	19.6 MB
073 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.srt	19.4 KB
073 Deep Nets with Tensorflow Abstractions API - Keras.mp4	35.0 MB
074 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.srt	16.2 KB
074 Deep Nets with Tensorflow Abstractions API - Layers.mp4	30.1 MB
075 Tensorboard-subtitle-en.srt	27.3 KB
075 Tensorboard.mp4	41.9 MB
/10 AutoEncoders/
076 Autoencoder Basics-subtitle-en.srt	13.6 KB
076 Autoencoder Basics.mp4	14.6 MB
077 Dimensionality Reduction with Linear Autoencoder-subtitle-en.srt	26.6 KB
077 Dimensionality Reduction with Linear Autoencoder.mp4	39.4 MB
078 Linear Autoencoder PCA Exercise Overview-subtitle-en.srt	3.0 KB
078 Linear Autoencoder PCA Exercise Overview.mp4	6.5 MB
079 Linear Autoencoder PCA Exercise Solutions-subtitle-en.srt	12.0 KB
079 Linear Autoencoder PCA Exercise Solutions.mp4	24.0 MB
080 Stacked Autoencoder-subtitle-en.srt	30.0 KB
080 Stacked Autoencoder.mp4	46.1 MB
external_links.txt	0.1 KB
/11 Reinforcement Learning with OpenAI Gym/
081 Introduction to Reinforcement Learning with OpenAI Gym-subtitle-en.srt	6.9 KB
081 Introduction to Reinforcement Learning with OpenAI Gym.mp4	8.4 MB
082 Extra Resources for Reinforcement Learning.html	2.4 KB
083 Introduction to OpenAI Gym-subtitle-en.srt	9.5 KB
083 Introduction to OpenAI Gym.mp4	14.6 MB
084 OpenAI Gym Steup-subtitle-en.srt	12.6 KB
084 OpenAI Gym Steup.mp4	15.5 MB
085 Open AI Gym Env Basics-subtitle-en.srt	9.9 KB
085 Open AI Gym Env Basics.mp4	10.5 MB
086 Open AI Gym Observations-subtitle-en.srt	14.2 KB
086 Open AI Gym Observations.mp4	16.1 MB
087 OpenAI Gym Actions-subtitle-en.srt	13.6 KB
087 OpenAI Gym Actions.mp4	15.5 MB
088 Simple Neural Network Game-subtitle-en.srt	25.0 KB
088 Simple Neural Network Game.mp4	37.6 MB
089 Policy Gradient Theory-subtitle-en.srt	12.6 KB
089 Policy Gradient Theory.mp4	14.4 MB
090 Policy Gradient Code Along Part One-subtitle-en.srt	17.6 KB
090 Policy Gradient Code Along Part One.mp4	27.3 MB
091 Policy Gradient Code Along Part Two-subtitle-en.srt	17.9 KB
091 Policy Gradient Code Along Part Two.mp4	34.4 MB
external_links.txt	0.1 KB
/12 GAN - Generative Adversarial Networks/
092 Introduction to GANs-subtitle-en.srt	11.6 KB
092 Introduction to GANs.mp4	14.1 MB
093 GAN Code Along - Part One-subtitle-en.srt	14.0 KB
093 GAN Code Along - Part One.mp4	20.4 MB
094 GAN Code Along - Part Two-subtitle-en.srt	17.2 KB
094 GAN Code Along - Part Two.mp4	30.7 MB
095 GAN Code Along - Part Three-subtitle-en.srt	17.2 KB
095 GAN Code Along - Part Three.mp4	28.9 MB
/13 BONUS/
096 Bonus Lecture_ Discounts for for My Other Courses.html	4.9 KB
Total files 195