by Ray Khorsandi
| Topic | Demo | Exercise | Solution |
|---|---|---|---|
| Outline |  |
NA | NA |
| Intro to ML | |
NA | NA |
| Pandas | |
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| Pandas and Sklearn | |
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| Panda's munging | |
|
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| Linear Regression | |
|
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| Logistic Regression | |
|
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| Model Validation | |
|
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| KNN (optional) | |
|
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| Decision Trees | |
NA | NA |
| Random Forests | |
|
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| Neural Network - 1 | |
NA | NA |
| Neural Network - 2 | |
NA | NA |
| Intro to Hackathon | |
NA | NA |