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/01 Introduction/
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001 Introduction.mp4
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12.5 MB
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001 Introduction-subtitle-en.vtt
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4.0 KB
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002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4
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17.2 MB
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002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.vtt
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14.8 KB
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002 TensorFlow-Bootcamp.zip
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305.2 MB
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003 TensorFlow-Bootcamp.zip
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305.2 MB
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/02 Installation and Setup/
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005 Installing TensorFlow Environment.mp4
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29.2 MB
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005 Installing TensorFlow Environment-subtitle-en.vtt
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17.5 KB
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/03 What is Machine Learning_/
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006 Machine Learning Overview.mp4
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31.9 MB
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006 Machine Learning Overview-subtitle-en.vtt
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24.1 KB
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links-to-visit.txt
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0.1 KB
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/04 Crash Course Overview/
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007 Crash Course Section Introduction.mp4
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2.3 MB
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007 Crash Course Section Introduction-subtitle-en.vtt
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1.8 KB
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008 NumPy Crash Course.mp4
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34.1 MB
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008 NumPy Crash Course-subtitle-en.vtt
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20.7 KB
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009 Pandas Crash Course.mp4
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9.5 MB
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009 Pandas Crash Course-subtitle-en.vtt
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6.0 KB
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010 Data Visualization Crash Course.mp4
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20.5 MB
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010 Data Visualization Crash Course-subtitle-en.vtt
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10.3 KB
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011 SciKit Learn Preprocessing Overview.mp4
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21.3 MB
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011 SciKit Learn Preprocessing Overview-subtitle-en.vtt
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12.2 KB
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012 Crash Course Review Exercise.mp4
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8.0 MB
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012 Crash Course Review Exercise-subtitle-en.vtt
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3.3 KB
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013 Crash Course Review Exercise - Solutions.mp4
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18.2 MB
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013 Crash Course Review Exercise - Solutions-subtitle-en.vtt
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8.1 KB
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/05 Introduction to Neural Networks/
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014 Introduction to Neural Networks.mp4
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1.7 MB
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014 Introduction to Neural Networks-subtitle-en.vtt
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1.3 KB
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015 Introduction to Perceptron.mp4
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7.1 MB
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015 Introduction to Perceptron-subtitle-en.vtt
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7.0 KB
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016 Neural Network Activation Functions.mp4
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9.0 MB
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016 Neural Network Activation Functions-subtitle-en.vtt
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8.6 KB
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017 Cost Functions.mp4
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5.2 MB
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017 Cost Functions-subtitle-en.vtt
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4.8 KB
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018 Gradient Descent Backpropagation.mp4
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4.8 MB
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018 Gradient Descent Backpropagation-subtitle-en.vtt
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4.8 KB
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019 TensorFlow Playground.mp4
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28.5 MB
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019 TensorFlow Playground-subtitle-en.vtt
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13.7 KB
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020 Manual Creation of Neural Network - Part One.mp4
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13.1 MB
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020 Manual Creation of Neural Network - Part One-subtitle-en.vtt
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7.9 KB
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021 Manual Creation of Neural Network - Part Two - Operations.mp4
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12.0 MB
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021 Manual Creation of Neural Network - Part Two - Operations-subtitle-en.vtt
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10.3 KB
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022 Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4
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13.9 MB
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022 Manual Creation of Neural Network - Part Three - Placeholders and Variables-subtitle-en.vtt
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11.2 KB
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023 Manual Creation of Neural Network - Part Four - Session.mp4
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26.4 MB
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023 Manual Creation of Neural Network - Part Four - Session-subtitle-en.vtt
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12.0 KB
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024 Manual Neural Network Classification Task.mp4
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42.5 MB
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024 Manual Neural Network Classification Task-subtitle-en.vtt
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21.5 KB
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links-to-visit.txt
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0.2 KB
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/06 TensorFlow Basics/
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025 Introduction to TensorFlow.mp4
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2.1 MB
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025 Introduction to TensorFlow-subtitle-en.vtt
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2.0 KB
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026 TensorFlow Basic Syntax.mp4
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19.9 MB
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026 TensorFlow Basic Syntax-subtitle-en.vtt
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17.6 KB
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027 TensorFlow Graphs.mp4
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9.0 MB
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027 TensorFlow Graphs-subtitle-en.vtt
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7.7 KB
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028 Variables and Placeholders.mp4
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13.5 MB
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028 Variables and Placeholders-subtitle-en.vtt
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8.0 KB
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029 TensorFlow - A Neural Network - Part One.mp4
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12.2 MB
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029 TensorFlow - A Neural Network - Part One-subtitle-en.vtt
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9.9 KB
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030 TensorFlow - A Neural Network - Part Two.mp4
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34.1 MB
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030 TensorFlow - A Neural Network - Part Two-subtitle-en.vtt
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25.5 KB
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031 TensorFlow Regression Example - Part One.mp4
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31.5 MB
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031 TensorFlow Regression Example - Part One-subtitle-en.vtt
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25.5 KB
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032 TensorFlow Regression Example - Part Two.mp4
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53.2 MB
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032 TensorFlow Regression Example - Part Two-subtitle-en.vtt
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23.4 KB
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033 TensorFlow Classification Example - Part One.mp4
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24.9 MB
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033 TensorFlow Classification Example - Part One-subtitle-en.vtt
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17.6 KB
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034 TensorFlow Classification Example - Part Two.mp4
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33.5 MB
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034 TensorFlow Classification Example - Part Two-subtitle-en.vtt
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15.2 KB
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035 TF Regression Exercise.mp4
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8.3 MB
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035 TF Regression Exercise-subtitle-en.vtt
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4.9 KB
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036 TF Regression Exercise Solution Walkthrough.mp4
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29.1 MB
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036 TF Regression Exercise Solution Walkthrough-subtitle-en.vtt
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15.4 KB
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037 TF Classification Exercise.mp4
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9.4 MB
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037 TF Classification Exercise-subtitle-en.vtt
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6.8 KB
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038 TF Classification Exercise Solution Walkthrough.mp4
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22.8 MB
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038 TF Classification Exercise Solution Walkthrough-subtitle-en.vtt
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14.9 KB
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039 Saving and Restoring Models.mp4
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16.2 MB
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039 Saving and Restoring Models-subtitle-en.vtt
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9.1 KB
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links-to-visit.txt
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0.3 KB
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/07 Convolutional Neural Networks/
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040 Introduction to Convolutional Neural Network Section.mp4
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1.2 MB
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040 Introduction to Convolutional Neural Network Section-subtitle-en.vtt
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1.1 KB
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041 Review of Neural Networks.mp4
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3.6 MB
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041 Review of Neural Networks-subtitle-en.vtt
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3.5 KB
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042 New Theory Topics.mp4
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20.7 MB
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042 New Theory Topics-subtitle-en.vtt
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20.2 KB
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043 MNIST Data Overview.mp4
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6.9 MB
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043 MNIST Data Overview-subtitle-en.vtt
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5.8 KB
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044 MNIST Basic Approach Part One.mp4
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12.7 MB
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044 MNIST Basic Approach Part One-subtitle-en.vtt
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11.5 KB
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045 MNIST Basic Approach Part Two.mp4
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36.6 MB
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045 MNIST Basic Approach Part Two-subtitle-en.vtt
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21.3 KB
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046 CNN Theory Part One.mp4
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27.9 MB
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046 CNN Theory Part One-subtitle-en.vtt
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24.5 KB
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047 CNN Theory Part Two.mp4
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6.9 MB
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047 CNN Theory Part Two-subtitle-en.vtt
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5.9 KB
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048 CNN MNIST Code Along - Part One.mp4
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27.5 MB
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048 CNN MNIST Code Along - Part One-subtitle-en.vtt
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20.8 KB
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049 CNN MNIST Code Along - Part Two.mp4
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10.1 MB
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049 CNN MNIST Code Along - Part Two-subtitle-en.vtt
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6.8 KB
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050 Introduction to CNN Project.mp4
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16.8 MB
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050 Introduction to CNN Project-subtitle-en.vtt
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9.0 KB
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051 CNN Project Exercise Solution - Part One.mp4
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52.6 MB
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051 CNN Project Exercise Solution - Part One-subtitle-en.vtt
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19.9 KB
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052 CNN Project Exercise Solution - Part Two.mp4
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28.3 MB
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052 CNN Project Exercise Solution - Part Two-subtitle-en.vtt
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14.7 KB
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links-to-visit.txt
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0.1 KB
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/08 Recurrent Neural Networks/
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053 Introduction to RNN Section.mp4
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1.6 MB
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053 Introduction to RNN Section-subtitle-en.vtt
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1.6 KB
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054 RNN Theory.mp4
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10.8 MB
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054 RNN Theory-subtitle-en.vtt
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10.9 KB
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055 Manual Creation of RNN.mp4
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17.5 MB
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055 Manual Creation of RNN-subtitle-en.vtt
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14.3 KB
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056 Vanishing Gradients.mp4
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6.3 MB
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056 Vanishing Gradients-subtitle-en.vtt
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6.1 KB
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057 LSTM and GRU Theory.mp4
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13.5 MB
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057 LSTM and GRU Theory-subtitle-en.vtt
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13.0 KB
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058 Introduction to RNN with TensorFlow API.mp4
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6.6 MB
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058 Introduction to RNN with TensorFlow API-subtitle-en.vtt
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6.4 KB
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059 RNN with TensorFlow - Part One.mp4
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35.7 MB
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059 RNN with TensorFlow - Part One-subtitle-en.vtt
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24.5 KB
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060 RNN with TensorFlow - Part Two.mp4
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31.8 MB
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060 RNN with TensorFlow - Part Two-subtitle-en.vtt
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23.1 KB
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061 RNN with TensorFlow - Part Three.mp4
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13.3 MB
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061 RNN with TensorFlow - Part Three-subtitle-en.vtt
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9.5 KB
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062 Time Series Exercise Overview.mp4
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14.3 MB
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062 Time Series Exercise Overview-subtitle-en.vtt
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10.5 KB
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063 Time Series Exercise Solution.mp4
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36.8 MB
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063 Time Series Exercise Solution-subtitle-en.vtt
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21.7 KB
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064 Quick Note on Word2Vec.mp4
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6.3 MB
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064 Quick Note on Word2Vec-subtitle-en.vtt
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4.3 KB
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065 Word2Vec Theory.mp4
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17.4 MB
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065 Word2Vec Theory-subtitle-en.vtt
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16.4 KB
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066 Word2Vec Code Along - Part One.mp4
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37.3 MB
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066 Word2Vec Code Along - Part One-subtitle-en.vtt
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22.1 KB
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links-to-visit.txt
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0.1 KB
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/09 Miscellaneous Topics/
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067 Miscellaneous-Topics.zip
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75.8 KB
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068 Deep Nets with Tensorflow Abstractions API - Part One.mp4
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17.0 MB
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068 Deep Nets with Tensorflow Abstractions API - Part One-subtitle-en.vtt
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9.8 KB
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069 Deep Nets with Tensorflow Abstractions API - Estimator API.mp4
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19.6 MB
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069 Deep Nets with Tensorflow Abstractions API - Estimator API-subtitle-en.vtt
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9.7 KB
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070 Deep Nets with Tensorflow Abstractions API - Keras.mp4
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35.0 MB
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070 Deep Nets with Tensorflow Abstractions API - Keras-subtitle-en.vtt
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16.3 KB
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071 Deep Nets with Tensorflow Abstractions API - Layers.mp4
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30.1 MB
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071 Deep Nets with Tensorflow Abstractions API - Layers-subtitle-en.vtt
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13.7 KB
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072 Tensorboard.mp4
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41.9 MB
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072 Tensorboard-subtitle-en.vtt
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22.9 KB
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/10 AutoEncoders/
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073 05-Autoencoders.zip
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8.2 MB
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073 Autoencoder Basics.mp4
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14.6 MB
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073 Autoencoder Basics-subtitle-en.vtt
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11.6 KB
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074 Dimensionality Reduction with Linear Autoencoder.mp4
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39.4 MB
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074 Dimensionality Reduction with Linear Autoencoder-subtitle-en.vtt
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22.5 KB
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075 Linear Autoencoder PCA Exercise Overview.mp4
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6.5 MB
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075 Linear Autoencoder PCA Exercise Overview-subtitle-en.vtt
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2.6 KB
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076 Linear Autoencoder PCA Exercise Solutions.mp4
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24.0 MB
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076 Linear Autoencoder PCA Exercise Solutions-subtitle-en.vtt
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10.1 KB
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077 Stacked Autoencoder.mp4
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46.1 MB
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077 Stacked Autoencoder-subtitle-en.vtt
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25.2 KB
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/
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[FreeCoursesOnline.Us].txt
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0.1 KB
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[FreeCoursesOnline.Us].url
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0.1 KB
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[FreeTutorials.Us].txt
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0.1 KB
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[FreeTutorials.Us].url
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0.1 KB
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Total files 161
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