Intro to Machine Learning

This course provides the concepts, the fundamentals, the intuitions, the basic algorithms and the tools for data representation and analysis, including data pre-processing, data exploration, model evaluation, dimensionality reduction, supervised and unsupervised machine learning algorithms. This course focuses on the machine learning cycle to implement intelligent models capable of learning from data. Students develop the skills and strategies that are necessary for effective learning from data.