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[DesireCourse Com] Udemy - Complete Guide to TensorFlow for Deep Learning with Python
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01 Introduction (Size: 2.26 GB) (Files: 196)
01 Introduction
001 Introduction-subtitle-en.srt
001 Introduction.mp4
002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt
002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4
002 FULL-TENSORFLOW-NOTES-AND-DATA.zip
003 FAQ - Frequently Asked Questions.html
003 FULL-TENSORFLOW-NOTES-AND-DATA.zip
02 Installation and Setup
004 Quick Note for MacOS and Linux Users.html
005 Installing TensorFlow Environment-subtitle-en.srt
005 Installing TensorFlow Environment.mp4
03 What is Machine Learning_
006 Machine Learning Overview-subtitle-en.srt
006 Machine Learning Overview.mp4
external_links.txt
04 Crash Course Overview
007 Crash Course Section Introduction-subtitle-en.srt
007 Crash Course Section Introduction.mp4
008 NumPy Crash Course-subtitle-en.srt
008 NumPy Crash Course.mp4
009 Pandas Crash Course-subtitle-en.srt
009 Pandas Crash Course.mp4
010 Data Visualization Crash Course-subtitle-en.srt
010 Data Visualization Crash Course.mp4
011 SciKit Learn Preprocessing Overview-subtitle-en.srt
011 SciKit Learn Preprocessing Overview.mp4
012 Crash Course Review Exercise-subtitle-en.srt
012 Crash Course Review Exercise.mp4
013 Crash Course Review Exercise - Solutions-subtitle-en.srt
013 Crash Course Review Exercise - Solutions.mp4
05 Introduction to Neural Networks
014 Introduction to Neural Networks-subtitle-en.srt
014 Introduction to Neural Networks.mp4
015 Introduction to Perceptron-subtitle-en.srt
015 Introduction to Perceptron.mp4
016 Neural Network Activation Functions-subtitle-en.srt
016 Neural Network Activation Functions.mp4
017 Cost Functions-subtitle-en.srt
017 Cost Functions.mp4
018 Gradient Descent Backpropagation-subtitle-en.srt
018 Gradient Descent Backpropagation.mp4
019 TensorFlow Playground-subtitle-en.srt
019 TensorFlow Playground.mp4
020 Manual Creation of Neural Network - Part One-subtitle-en.srt
020 Manual Creation of Neural Network - Part One.mp4
021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.srt
021 Manual Creation of Neural Network - Part Two - Operations.mp4
022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.srt
022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4
023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.srt
023 Manual Creation of Neural Network - Part Four - Session.mp4
024 Manual Neural Network Classification Task-subtitle-en.srt
024 Manual Neural Network Classification Task.mp4
external_links.txt
06 TensorFlow Basics
025 Introduction to TensorFlow-subtitle-en.srt
025 Introduction to TensorFlow.mp4
026 TensorFlow Basic Syntax-subtitle-en.srt
026 TensorFlow Basic Syntax.mp4
027 TensorFlow Graphs-subtitle-en.srt
027 TensorFlow Graphs.mp4
028 Variables and Placeholders-subtitle-en.srt
028 Variables and Placeholders.mp4
029 TensorFlow - A Neural Network - Part One-subtitle-en.srt
029 TensorFlow - A Neural Network - Part One.mp4
030 TensorFlow - A Neural Network - Part Two-subtitle-en.srt
030 TensorFlow - A Neural Network - Part Two.mp4
031 TensorFlow Regression Example - Part One-subtitle-en.srt
031 TensorFlow Regression Example - Part One.mp4
032 TensorFlow Regression Example _ Part Two-subtitle-en.srt
032 TensorFlow Regression Example _ Part Two.mp4
033 TensorFlow Classification Example - Part One-subtitle-en.srt
033 TensorFlow Classification Example - Part One.mp4
034 TensorFlow Classification Example - Part Two-subtitle-en.srt
034 TensorFlow Classification Example - Part Two.mp4
035 TF Regression Exercise-subtitle-en.srt
035 TF Regression Exercise.mp4
036 TF Regression Exercise Solution Walkthrough-subtitle-en.srt
036 TF Regression Exercise Solution Walkthrough.mp4
037 TF Classification Exercise-subtitle-en.srt
037 TF Classification Exercise.mp4
038 TF Classification Exercise Solution Walkthrough-subtitle-en.srt
038 TF Classification Exercise Solution Walkthrough.mp4
039 Saving and Restoring Models-subtitle-en.srt
039 Saving and Restoring Models.mp4
external_links.txt
07 Convolutional Neural Networks
040 Introduction to Convolutional Neural Network Section-subtitle-en.srt
040 Introduction to Convolutional Neural Network Section.mp4
041 Review of Neural Networks-subtitle-en.srt
041 Review of Neural Networks.mp4
042 New Theory Topics-subtitle-en.srt
042 New Theory Topics.mp4
043 Quick note on MNIST lecture.html
044 MNIST Data Overview-subtitle-en.srt
044 MNIST Data Overview.mp4
045 MNIST Basic Approach Part One-subtitle-en.srt
045 MNIST Basic Approach Part One.mp4
046 MNIST Basic Approach Part Two-subtitle-en.srt
046 MNIST Basic Approach Part Two.mp4
047 CNN Theory Part One-subtitle-en.srt
047 CNN Theory Part One.mp4
048 CNN Theory Part Two-subtitle-en.srt
048 CNN Theory Part Two.mp4
049 CNN MNIST Code Along - Part One-subtitle-en.srt
049 CNN MNIST Code Along - Part One.mp4
050 CNN MNIST Code Along - Part Two-subtitle-en.srt
050 CNN MNIST Code Along - Part Two.mp4
051 Introduction to CNN Project-subtitle-en.srt
051 Introduction to CNN Project.mp4
052 CNN Project Exercise Solution - Part One-subtitle-en.srt
052 CNN Project Exercise Solution - Part One.mp4
053 CNN Project Exercise Solution - Part Two-subtitle-en.srt
053 CNN Project Exercise Solution - Part Two.mp4
external_links.txt
08 Recurrent Neural Networks
054 Introduction to RNN Section-subtitle-en.srt
054 Introduction to RNN Section.mp4
055 RNN Theory-subtitle-en.srt
055 RNN Theory.mp4
056 Manual Creation of RNN-subtitle-en.srt
056 Manual Creation of RNN.mp4
057 Vanishing Gradients-subtitle-en.srt
057 Vanishing Gradients.mp4
058 LSTM and GRU Theory-subtitle-en.srt
058 LSTM and GRU Theory.mp4
059 Introduction to RNN with TensorFlow API-subtitle-en.srt
059 Introduction to RNN with TensorFlow API.mp4
060 RNN with TensorFlow - Part One-subtitle-en.srt
060 RNN with TensorFlow - Part One.mp4
061 RNN with TensorFlow - Part Two-subtitle-en.srt
061 RNN with TensorFlow - Part Two.mp4
062 Quick Note on RNN Plotting Part 3.html
063 RNN with TensorFlow - Part Three-subtitle-en.srt
063 RNN with TensorFlow - Part Three.mp4
064 Time Series Exercise Overview-subtitle-en.srt
064 Time Series Exercise Overview.mp4
065 Time Series Exercise Solution-subtitle-en.srt
065 Time Series Exercise Solution.mp4
066 Quick Note on Word2Vec-subtitle-en.srt
066 Quick Note on Word2Vec.mp4
067 Word2Vec Theory-subtitle-en.srt
067 Word2Vec Theory.mp4
068 Word2Vec Code Along - Part One-subtitle-en.srt
068 Word2Vec Code Along - Part One.mp4
069 Word2Vec Part Two-subtitle-en.srt
069 Word2Vec Part Two.mp4
external_links.txt
09 Miscellaneous Topics
070 Intro to Miscellaneous Topics.html
070 Miscellaneous-Topics.zip
071 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.srt
071 Deep Nets with Tensorflow Abstractions API - Part One.mp4
072 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.srt
072 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4
073 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.srt
073 Deep Nets with Tensorflow Abstractions API - Keras.mp4
074 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.srt
074 Deep Nets with Tensorflow Abstractions API - Layers.mp4
075 Tensorboard-subtitle-en.srt
075 Tensorboard.mp4
10 AutoEncoders
076 Autoencoder Basics-subtitle-en.srt
076 Autoencoder Basics.mp4
077 Dimensionality Reduction with Linear Autoencoder-subtitle-en.srt
077 Dimensionality Reduction with Linear Autoencoder.mp4
078 Linear Autoencoder PCA Exercise Overview-subtitle-en.srt
078 Linear Autoencoder PCA Exercise Overview.mp4
079 Linear Autoencoder PCA Exercise Solutions-subtitle-en.srt
079 Linear Autoencoder PCA Exercise Solutions.mp4
080 Stacked Autoencoder-subtitle-en.srt
080 Stacked Autoencoder.mp4
external_links.txt
11 Reinforcement Learning with OpenAI Gym
081 Introduction to Reinforcement Learning with OpenAI Gym-subtitle-en.srt
081 Introduction to Reinforcement Learning with OpenAI Gym.mp4
082 Extra Resources for Reinforcement Learning.html
083 Introduction to OpenAI Gym-subtitle-en.srt
083 Introduction to OpenAI Gym.mp4
084 OpenAI Gym Steup-subtitle-en.srt
084 OpenAI Gym Steup.mp4
085 Open AI Gym Env Basics-subtitle-en.srt
085 Open AI Gym Env Basics.mp4
086 Open AI Gym Observations-subtitle-en.srt
086 Open AI Gym Observations.mp4
087 OpenAI Gym Actions-subtitle-en.srt
087 OpenAI Gym Actions.mp4
088 Simple Neural Network Game-subtitle-en.srt
088 Simple Neural Network Game.mp4
089 Policy Gradient Theory-subtitle-en.srt
089 Policy Gradient Theory.mp4
090 Policy Gradient Code Along Part One-subtitle-en.srt
090 Policy Gradient Code Along Part One.mp4
091 Policy Gradient Code Along Part Two-subtitle-en.srt
091 Policy Gradient Code Along Part Two.mp4
external_links.txt
12 GAN - Generative Adversarial Networks
092 Introduction to GANs-subtitle-en.srt
092 Introduction to GANs.mp4
093 GAN Code Along - Part One-subtitle-en.srt
093 GAN Code Along - Part One.mp4
094 GAN Code Along - Part Two-subtitle-en.srt
094 GAN Code Along - Part Two.mp4
095 GAN Code Along - Part Three-subtitle-en.srt
095 GAN Code Along - Part Three.mp4
13 BONUS
096 Bonus Lecture_ Discounts for for My Other Courses.html
[DesireCourse.Com].url
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