AI and Machine Learning |
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| 1 | What Is It?► |
| 2 | Reasons to Learn► |
| 3 | What We'll Do► |
Getting Started |
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| 1 | Loading► |
| 2 | Model► |
| 3 | Classify► |
| 4 | Let's Try Running It!► |
Neural Networks |
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| 1 | Creating the Brain► |
| 2 | Flatten► |
| 3 | Fully Connected Layer► |
| 4 | Let's Run Our Neural Network!► |
| 5 | Activation (Part 1)► |
| 6 | Activation (Part 2)► |
| 7 | Let's Run Our Fully Complete Neural Network!► |
Convolutional Neural Networks |
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| 1 | Creating a Super Smart Brain► |
| 2 | Loading Clothes► |
| 3 | Convolution► |
| 4 | Operations (Part 1)► |
| 5 | Let's Run Our Fully Complete CNN!► |
Model Settings |
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| 1 | Optimizer► |
| 2 | Epochs► |
| 3 | Loss► |
| 4 | Let's Run Our Very Smart CNN!► |
Advanced |
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| 1 | Activation (Part 3)► |
| 2 | Activation (Part 4)► |
| 3 | Operations (Part 2)► |
| 4 | Summary and Conclusion► |
Extra |
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| 1 | Survey► |
| 2 | Recurrent Neural Networks (experimental)► |