| Week | Course | YouTube | Slides | Colab |
|---|---|---|---|---|
| 1 | Introduction to Machine Learning | Link | slides | colab |
| 2 | Linear Regression with one or multiple variables | Link | slides | colab |
| 3 | Logistic Regression | Link | slides | colab |
| 4 | Regularization, over/under fitting and evaluation techniques | Link | slides | colab |
| 5 | Evaluation metrics and Neural Networks Part I | Link | slides | colab |
| 6 | Neural Networks Part II: | Link | slides | colab |
| 7 | Kaggle tutorial 1 | Link | N/A | colab |
| 8 | Introduction to Image processing and Convolutional Neural Networks | Link | slides | colab |
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