Machine Learning: Fundamentals and Algorithms

This 10-week online program is designed to provide software engineers, data analytics professionals and technical data managers with a skillset focused on fundamental machine learning methods. Synthesize components of machine learning to create functional tools for prediction of unseen data. Implement and analyze learning algorithms for classification, regression and clustering. Use concepts from probability, statistics, linear algebra, calculus and optimization to describe and refine the inner workings of machine learning algorithms.