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Lab
Folder: Notes/AI/SMMAI/Contents/Lab
11 items under this folder.
Aug 24, 2024
Lecture 11: Logistic regression
todo
Aug 24, 2024
Lecture 4: A Short Introduction to ML
todo
Aug 24, 2024
Lecture 5: Data compression with SVD
todo
Aug 24, 2024
Lecture 6: Dimensionality Reduction with PCA
todo
Aug 24, 2024
Lecture 7: Optimization with Gradient Descent
todo
Aug 24, 2024
Lecture 8: Stochastic Gradient Descent
todo
Aug 24, 2024
Lecture 9: Linear and Polynomial Regression
todo
Aug 19, 2024
Lecture 3: Linear Systems with numpy and scipy
Aug 12, 2024
Lecture 2 : Plotting with Matplotlib
python
Aug 09, 2024
Lecture 1 : Introduction to Python & Numpy
python
numpy
lecture
Aug 09, 2024
Lecture 10: MLE and MAP
todo
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