ML

Laboratories

Topic	Notebooks
Environment setup	lab1.ipynb
Classification	lab2.ipynb
Regression	lab3.ipynb
SVM	lab4.ipynb
Decision trees	lab5.ipynb
Ensemble methods	lab6.ipynb
Clustering	lab7.ipynb
Dimensionality Reduction	lab8.ipynb
Introduction to Neural Networks	lab9.ipynb
Regression and classification in Keras	lab10.ipynb
Hyperparameter tuning	lab11.ipynb
Convolutional neural networks (CNN)	lab12.ipynb