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1 - Bootcamp Introduction English.vtt
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VTT
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7.6 KB
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1 - Bootcamp Introduction.mp4
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MP4
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31.2 MB
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10 - Tuples and Lists English.vtt
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VTT
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16.2 KB
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10 - Tuples and Lists.mp4
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MP4
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82.1 MB
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11 - Dictionaries English.vtt
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VTT
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8.5 KB
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11 - Dictionaries.mp4
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MP4
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49 MB
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12 - If Statements English.vtt
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VTT
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13.2 KB
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12 - If Statements.mp4
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MP4
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56.1 MB
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13 - While Loops and For In Loops English.vtt
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VTT
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14.4 KB
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13 - While Loops and For In Loops.mp4
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MP4
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77 MB
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14 - Function Implementation and Execution English.vtt
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VTT
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13.7 KB
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14 - Function Implementation and Execution.mp4
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MP4
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53 MB
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15 - Parameter and Return Values English.vtt
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VTT
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10.2 KB
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15 - Parameter and Return Values.mp4
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MP4
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51.8 MB
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16 - Introduction to Classes and Objects English.vtt
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VTT
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16.9 KB
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16 - Introduction to Classes and Objects.mp4
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MP4
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65.2 MB
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17 - Subclasses and Superclasses English.vtt
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VTT
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17.1 KB
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17 - Subclasses and Superclasses.mp4
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MP4
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90.7 MB
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18 - Summary and Outro English.vtt
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VTT
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4.5 KB
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18 - Summary and Outro.mp4
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MP4
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27.2 MB
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19 - Introduction to Machine Learning Neural Networks English.vtt
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VTT
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2.4 KB
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19 - Introduction to Machine Learning Neural Networks.mp4
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MP4
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5.5 MB
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2 - Introduction to PyCharm English.vtt
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VTT
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5 KB
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2 - Introduction to PyCharm.mp4
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MP4
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14 MB
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20 - Introduction to Machine Learning English.vtt
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VTT
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16.3 KB
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20 - Introduction to Machine Learning.mp4
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MP4
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150.7 MB
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21 - Introduction to Neutral Networks English.vtt
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VTT
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14.4 KB
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21 - Introduction to Neutral Networks.mp4
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MP4
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106.5 MB
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22 - Introduction to Convolutions English.vtt
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VTT
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19.7 KB
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22 - Introduction to Convolutions.mp4
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MP4
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154.4 MB
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23 - Introduction to the Keras API English.vtt
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VTT
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2 KB
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23 - Introduction to the Keras API.mp4
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MP4
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4.6 MB
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24 - Introduction to TensorFlow and Keras English.vtt
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VTT
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12.8 KB
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24 - Introduction to TensorFlow and Keras.mp4
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MP4
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76.8 MB
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25 - Understanding Keras Syntax English.vtt
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VTT
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28 KB
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25 - Understanding Keras Syntax.mp4
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MP4
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101.6 MB
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26 - Introduction to Activation Functions English.vtt
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VTT
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18.1 KB
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26 - Introduction to Activation Functions.mp4
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MP4
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150 MB
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27 - Introduction to Datasets and CIFAR English.vtt
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VTT
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2 KB
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27 - Introduction to Datasets and CIFAR10.mp4
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MP4
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4.6 MB
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28 - Exploring CIFAR English.vtt
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VTT
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10.8 KB
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28 - Exploring CIFAR10 Dataset.mp4
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MP4
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75.4 MB
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29 - Understanding Specific Data Points English.vtt
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VTT
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24.2 KB
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29 - Understanding Specific Data Points.mp4
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MP4
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138.5 MB
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3 - Downloading and Installing English.vtt
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VTT
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13.4 KB
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3 - Downloading and Installing.mp4
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MP4
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85.7 MB
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30 - Formatting Input Images English.vtt
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VTT
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16 KB
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30 - Formatting Input Images.mp4
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MP4
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83.5 MB
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31 - Introduction to the Image Classifier Model English.vtt
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VTT
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2.9 KB
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31 - Introduction to the Image Classifier Model.mp4
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MP4
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7.8 MB
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32 - Building the Model English.vtt
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VTT
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26.1 KB
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32 - Building the Model.mp4
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MP4
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120.5 MB
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33 - Compiling and Training the Model English.vtt
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VTT
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16.6 KB
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33 - Compiling and Training the Model.mp4
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MP4
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148.7 MB
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34 - Gradient Descent and Optimizer English.vtt
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VTT
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20 KB
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34 - Gradient Descent and Optimizer.mp4
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MP4
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159.5 MB
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35 - Introduction to Saving and Loading English.vtt
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VTT
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2.6 KB
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35 - Introduction to Saving and Loading.mp4
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MP4
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5.1 MB
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36 - Saving and Loading Model to H5 English.vtt
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VTT
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20.9 KB
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36 - Saving and Loading Model to H5.mp4
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MP4
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194.2 MB
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37 - Saving Model to Protobuf File English.vtt
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VTT
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23.4 KB
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37 - Saving Model to Protobuf File.mp4
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MP4
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161.3 MB
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38 - Bootcamp Summary English.vtt
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VTT
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7.1 KB
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38 - Bootcamp Summary.mp4
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MP4
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16.7 MB
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39 - Source Code Learn Python Language Basics.html
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HTML
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0 B
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4 - Exploring PyCharm Interface English.vtt
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VTT
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11.9 KB
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4 - Exploring PyCharm Interface.mp4
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MP4
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36.9 MB
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40 - Texts Assets Understand Machine Learning Neural Networks.html
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HTML
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0 B
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41 - Texts Assets Explore the Keras API.html
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HTML
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0 B
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42 - Asset Files Format Datasets and Examine CIFAR10.html
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HTML
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0 B
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43 - Asset Files Build the Image Classifier Model.html
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HTML
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0 B
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44 - Asset Files Save and Load Trained Models.html
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HTML
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0 B
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45 - Please rate this course.html
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HTML
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614.4 B
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46 - Bonus Lecture.html
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HTML
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204.8 B
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5 - Add and Run Python Files English.vtt
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VTT
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10 KB
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5 - Add and Run Python Files.mp4
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MP4
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29.9 MB
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6 - Building and Running a Simple Program English.vtt
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VTT
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14.2 KB
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6 - Building and Running a Simple Program.mp4
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MP4
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47.3 MB
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7 - Introduction to Python Language Basics English.vtt
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VTT
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6.9 KB
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7 - Introduction to Python Language Basics.mp4
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MP4
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23.3 MB
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8 - Variables Syntax and Basic Types English.vtt
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VTT
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12 KB
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8 - Variables Syntax and Basic Types.mp4
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MP4
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40.2 MB
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9 - Variable Operations English.vtt
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VTT
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12.9 KB
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9 - Variable Operations.mp4
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MP4
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59.9 MB
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Bonus Resources.txt
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TXT
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409.6 B
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Classes And Objects Text
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921.6 B
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Collections Text
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921.6 B
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Control Flow Text
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716.8 B
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Functions Text
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716.8 B
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Get Bonus Downloads Here.url
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URL
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204.8 B
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Image_Classifier.h5
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H5
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32.1 MB
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Image_Classifier.pb
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PB
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32.1 MB
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Image_Classifier.py
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PY
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2.5 KB
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Image_Classifier_Project.iml
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IML
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409.6 B
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Image_Data_Exploration.iml
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IML
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409.6 B
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Intro_to_Python.iml
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IML
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409.6 B
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Main.py
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PY
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0 B
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Model_Code.py
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PY
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2.5 KB
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Model_Test.py
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PY
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716.8 B
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Optimizers Text
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1.6 KB
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Protobuf_Creation_Script.py
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PY
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1.2 KB
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Save_Model_Project.iml
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IML
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409.6 B
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Texts.iml
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IML
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409.6 B
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Variables Text
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716.8 B
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What is Machine Learning_
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3.2 KB
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What is a Convolutional Neural Network_
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2.1 KB
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What is a Neural Network_
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2 KB
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misc.xml
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XML
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204.8 B
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modules.xml
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XML
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307.2 B
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workspace.xml
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XML
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9.1 KB
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