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[FreeTutorials Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python
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Torrent Files List
01 Introduction (Size: 1.94 GB) (Files: 161)
01 Introduction
001 Introduction.mp4
001 Introduction-subtitle-en.vtt
002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4
002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.vtt
002 TensorFlow-Bootcamp.zip
003 TensorFlow-Bootcamp.zip
02 Installation and Setup
005 Installing TensorFlow Environment.mp4
005 Installing TensorFlow Environment-subtitle-en.vtt
03 What is Machine Learning_
006 Machine Learning Overview.mp4
006 Machine Learning Overview-subtitle-en.vtt
links-to-visit.txt
04 Crash Course Overview
007 Crash Course Section Introduction.mp4
007 Crash Course Section Introduction-subtitle-en.vtt
008 NumPy Crash Course.mp4
008 NumPy Crash Course-subtitle-en.vtt
009 Pandas Crash Course.mp4
009 Pandas Crash Course-subtitle-en.vtt
010 Data Visualization Crash Course.mp4
010 Data Visualization Crash Course-subtitle-en.vtt
011 SciKit Learn Preprocessing Overview.mp4
011 SciKit Learn Preprocessing Overview-subtitle-en.vtt
012 Crash Course Review Exercise.mp4
012 Crash Course Review Exercise-subtitle-en.vtt
013 Crash Course Review Exercise - Solutions.mp4
013 Crash Course Review Exercise - Solutions-subtitle-en.vtt
05 Introduction to Neural Networks
014 Introduction to Neural Networks.mp4
014 Introduction to Neural Networks-subtitle-en.vtt
015 Introduction to Perceptron.mp4
015 Introduction to Perceptron-subtitle-en.vtt
016 Neural Network Activation Functions.mp4
016 Neural Network Activation Functions-subtitle-en.vtt
017 Cost Functions.mp4
017 Cost Functions-subtitle-en.vtt
018 Gradient Descent Backpropagation.mp4
018 Gradient Descent Backpropagation-subtitle-en.vtt
019 TensorFlow Playground.mp4
019 TensorFlow Playground-subtitle-en.vtt
020 Manual Creation of Neural Network - Part One.mp4
020 Manual Creation of Neural Network - Part One-subtitle-en.vtt
021 Manual Creation of Neural Network - Part Two - Operations.mp4
021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.vtt
022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4
022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.vtt
023 Manual Creation of Neural Network - Part Four - Session.mp4
023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.vtt
024 Manual Neural Network Classification Task.mp4
024 Manual Neural Network Classification Task-subtitle-en.vtt
links-to-visit.txt
06 TensorFlow Basics
025 Introduction to TensorFlow.mp4
025 Introduction to TensorFlow-subtitle-en.vtt
026 TensorFlow Basic Syntax.mp4
026 TensorFlow Basic Syntax-subtitle-en.vtt
027 TensorFlow Graphs.mp4
027 TensorFlow Graphs-subtitle-en.vtt
028 Variables and Placeholders.mp4
028 Variables and Placeholders-subtitle-en.vtt
029 TensorFlow - A Neural Network - Part One.mp4
029 TensorFlow - A Neural Network - Part One-subtitle-en.vtt
030 TensorFlow - A Neural Network - Part Two.mp4
030 TensorFlow - A Neural Network - Part Two-subtitle-en.vtt
031 TensorFlow Regression Example - Part One.mp4
031 TensorFlow Regression Example - Part One-subtitle-en.vtt
032 TensorFlow Regression Example - Part Two.mp4
032 TensorFlow Regression Example - Part Two-subtitle-en.vtt
033 TensorFlow Classification Example - Part One.mp4
033 TensorFlow Classification Example - Part One-subtitle-en.vtt
034 TensorFlow Classification Example - Part Two.mp4
034 TensorFlow Classification Example - Part Two-subtitle-en.vtt
035 TF Regression Exercise.mp4
035 TF Regression Exercise-subtitle-en.vtt
036 TF Regression Exercise Solution Walkthrough.mp4
036 TF Regression Exercise Solution Walkthrough-subtitle-en.vtt
037 TF Classification Exercise.mp4
037 TF Classification Exercise-subtitle-en.vtt
038 TF Classification Exercise Solution Walkthrough.mp4
038 TF Classification Exercise Solution Walkthrough-subtitle-en.vtt
039 Saving and Restoring Models.mp4
039 Saving and Restoring Models-subtitle-en.vtt
links-to-visit.txt
07 Convolutional Neural Networks
040 Introduction to Convolutional Neural Network Section.mp4
040 Introduction to Convolutional Neural Network Section-subtitle-en.vtt
041 Review of Neural Networks.mp4
041 Review of Neural Networks-subtitle-en.vtt
042 New Theory Topics.mp4
042 New Theory Topics-subtitle-en.vtt
043 MNIST Data Overview.mp4
043 MNIST Data Overview-subtitle-en.vtt
044 MNIST Basic Approach Part One.mp4
044 MNIST Basic Approach Part One-subtitle-en.vtt
045 MNIST Basic Approach Part Two.mp4
045 MNIST Basic Approach Part Two-subtitle-en.vtt
046 CNN Theory Part One.mp4
046 CNN Theory Part One-subtitle-en.vtt
047 CNN Theory Part Two.mp4
047 CNN Theory Part Two-subtitle-en.vtt
048 CNN MNIST Code Along - Part One.mp4
048 CNN MNIST Code Along - Part One-subtitle-en.vtt
049 CNN MNIST Code Along - Part Two.mp4
049 CNN MNIST Code Along - Part Two-subtitle-en.vtt
050 Introduction to CNN Project.mp4
050 Introduction to CNN Project-subtitle-en.vtt
051 CNN Project Exercise Solution - Part One.mp4
051 CNN Project Exercise Solution - Part One-subtitle-en.vtt
052 CNN Project Exercise Solution - Part Two.mp4
052 CNN Project Exercise Solution - Part Two-subtitle-en.vtt
links-to-visit.txt
08 Recurrent Neural Networks
053 Introduction to RNN Section.mp4
053 Introduction to RNN Section-subtitle-en.vtt
054 RNN Theory.mp4
054 RNN Theory-subtitle-en.vtt
055 Manual Creation of RNN.mp4
055 Manual Creation of RNN-subtitle-en.vtt
056 Vanishing Gradients.mp4
056 Vanishing Gradients-subtitle-en.vtt
057 LSTM and GRU Theory.mp4
057 LSTM and GRU Theory-subtitle-en.vtt
058 Introduction to RNN with TensorFlow API.mp4
058 Introduction to RNN with TensorFlow API-subtitle-en.vtt
059 RNN with TensorFlow - Part One.mp4
059 RNN with TensorFlow - Part One-subtitle-en.vtt
060 RNN with TensorFlow - Part Two.mp4
060 RNN with TensorFlow - Part Two-subtitle-en.vtt
061 RNN with TensorFlow - Part Three.mp4
061 RNN with TensorFlow - Part Three-subtitle-en.vtt
062 Time Series Exercise Overview.mp4
062 Time Series Exercise Overview-subtitle-en.vtt
063 Time Series Exercise Solution.mp4
063 Time Series Exercise Solution-subtitle-en.vtt
064 Quick Note on Word2Vec.mp4
064 Quick Note on Word2Vec-subtitle-en.vtt
065 Word2Vec Theory.mp4
065 Word2Vec Theory-subtitle-en.vtt
066 Word2Vec Code Along - Part One.mp4
066 Word2Vec Code Along - Part One-subtitle-en.vtt
links-to-visit.txt
09 Miscellaneous Topics
067 Miscellaneous-Topics.zip
068 Deep Nets with Tensorflow Abstractions API - Part One.mp4
068 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.vtt
069 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4
069 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.vtt
070 Deep Nets with Tensorflow Abstractions API - Keras.mp4
070 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.vtt
071 Deep Nets with Tensorflow Abstractions API - Layers.mp4
071 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.vtt
072 Tensorboard.mp4
072 Tensorboard-subtitle-en.vtt
10 AutoEncoders
073 05-Autoencoders.zip
073 Autoencoder Basics.mp4
073 Autoencoder Basics-subtitle-en.vtt
074 Dimensionality Reduction with Linear Autoencoder.mp4
074 Dimensionality Reduction with Linear Autoencoder-subtitle-en.vtt
075 Linear Autoencoder PCA Exercise Overview.mp4
075 Linear Autoencoder PCA Exercise Overview-subtitle-en.vtt
076 Linear Autoencoder PCA Exercise Solutions.mp4
076 Linear Autoencoder PCA Exercise Solutions-subtitle-en.vtt
077 Stacked Autoencoder.mp4
077 Stacked Autoencoder-subtitle-en.vtt
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