INE Deep Learning with Python

Files Included :

01 - Course Introduction.mp4 (21.31 MB)
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02 - Installing Software.mp4 (14.9 MB)
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03 - Launch Jupyter Notebook Task.mp4 (6.72 MB)
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04 - Launch Jupyter Notebook Demo.mp4 (27.4 MB)
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05 - What Is Deep Learning.mp4 (34.98 MB)
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06 - How Computers Learn.mp4 (26.69 MB)
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08 - Explore Linear Regression Demo.mp4 (29.85 MB)
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09 - Build a MNIST Digit Recognition System Task.mp4 (5.81 MB)
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10 - Build a MNIST Digit Recognition System Demo.mp4 (43.99 MB)
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11 - Explore Loss Function, Batch Size & Epochs Task.mp4 (7.95 MB)
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12 - Explore Loss Function, Batch Size & Epochs Demo.mp4 (44.22 MB)
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13 - Mechanics Of Deep Learning Overview.mp4 (26.63 MB)
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14 - Explore Optimizers Task.mp4 (7.51 MB)
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15 - Loss Functions.mp4 (24.11 MB)
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16 - Explore Optimizers Demo.mp4 (34.31 MB)
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17 - Optimizers.mp4 (18.77 MB)
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18 - Explore Layers Task.mp4 (4.15 MB)
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19 - Layers.mp4 (17.67 MB)
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20 - Activation Functions.mp4 (15.72 MB)
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21 - Explore Layers Demo.mp4 (30.08 MB)
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22 - Explore Activation Functions Task.mp4 (3.7 MB)
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23 - Explore Activation Functions Demo.mp4 (15.11 MB)
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24 - The Curse of Dimensionality Task.mp4 (13.43 MB)
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25 - The Curse of Dimensionality Demo.mp4 (36.42 MB)
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26 - Scaling Our Data Task.mp4 (7.11 MB)
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27 - Scaling Our Data Demo.mp4 (30.15 MB)
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28 - Understanding One Hot Encoding Task.mp4 (10.11 MB)
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29 - Understanding One Hot Encoding Demo.mp4 (28.18 MB)
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30 - Text Processing Task.mp4 (11.99 MB)
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31 - Text Processing Demo.mp4 (32.45 MB)
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32 - Preprocessing Overview.mp4 (28.15 MB)
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33 - Scaling Your Data.mp4 (19.48 MB)
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34 - Encodings.mp4 (15.57 MB)
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35 - Dealing With Text.mp4 (24.43 MB)
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36 - Validation Data Task.mp4 (5.67 MB)
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37 - Validation Data Demo.mp4 (22.01 MB)
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38 - Explore Metrics Task.mp4 (5.22 MB)
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39 - Explore Metrics Demo.mp4 (22.69 MB)
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40 - Battling Overfitting Task.mp4 (19.49 MB)
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41 - Battling Overfitting Demo.mp4 (46.76 MB)
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42 - Explore Cross Validation Schemes Task.mp4 (14.07 MB)
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43 - Explore Cross Validation Schemes Demo.mp4 (9.43 MB)
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44 - Evaluation & Validation.mp4 (29 MB)
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45 - Metrics.mp4 (25.87 MB)
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46 - Overfitting Vs Underfitting.mp4 (24.17 MB)
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47 - Cross Validation Schemes.mp4 (25.16 MB)
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48 - Be An Engineer.mp4 (14.05 MB)
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