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# Day 1: statistical modeling and shallow ML | ||
### Lecture text | ||
[A3NetSS_Uemura.pdf](https://drive.google.com/file/d/1cykvsVTjBs2YK1CBGTsU7BFYm1yp1vhJ/view?usp=sharing) | ||
### Hands-on exercises (python scripts on Google Colaboratory) | ||
Copy them to your drive, try running them, and edit as you like. | ||
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[01_Bayes.ipynb](https://colab.research.google.com/drive/1bGvg8pP3cG4mbOIKc0XsmBbpy7omNWng?usp=sharing) | ||
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[02_LASSO.ipynb](https://colab.research.google.com/drive/1eZckNqCyE6E4Fd5pD0PeWeTwz16LGZwy?usp=sharing) | ||
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[03_GaussianProcess.ipynb](https://colab.research.google.com/drive/1fC5vucqdGjzuau5qM69rYaOjdxVC7SUV?usp=sharing) | ||
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[04_SVM.ipynb](https://colab.research.google.com/drive/1G1QO205XCASIXIVl3friXppwoGgDnkAO?usp=sharing) |