Summer-Bootcamp-1403

Materials for AIC Introduction to Machine Learning Summer Bootcamp - 1403

Table of contents

	Presenter	Slides	Codes
Python and Numpy	Mohammadreza Mohammadzadeh Asl	link	Python, Numpy
Pandas and Matplotlib	Danial Azimi		link
Introduction to ML	Amirhossein Izadi	link
Linear Regression	Amir Hallaji	link	link
Polynomial Regression, Normalization, and Evaluation	Parisa Ahmadzadeh Raji	Regression Evaluation, Polynomial Regression	link
Linear Classification, Probabilistic Perspective, KNN	Amirhossein Izadi	Linear Classification, Probabilistic Perspective, KNN
Decision Tree	Amirhossein Izadi	link
Ensemble Models, Evaluation Metrics	Amir Hallaji	Ensemble Models, Evaluation Metrics
Logistic Regression	Morteza Mahdavi	link	link