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Mathematics for Machine Learning: Linear Algebra
In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems. read more...
Mathematics for Machine Learning: Multivariate Calculus
This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the "rise over run" formulation of a slope, before converting this to the formal definition of the gradient of a function. read more...
Mathematics for Machine Learning: PCA
This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. read more...
Mediation and Conflict Resolution
Mediation is a crucial means to reaching peaceful and agreed solutions in today's world - on an international, political, industrial, peace-keeping or social level. read more...
Medical Neuroscience
Medical Neuroscience explores the functional organization and neurophysiology of the human central nervous system, while providing a neurobiological framework for understanding human behavior. read more...
Mindshift: Break Through Obstacles to Learning and Discover Your Hidden Potential
Mindshift is designed to help boost your career and life in today's fast-paced learning environment. read more...
Modeling Risk and Realities
Useful quantitative models help you to make informed decisions both in situations in which the factors affecting your decision are clear, as well as in situations in which some important factors are not clear at all. read more...
Modern Art & Ideas
Over the next five weeks, you will look at art through a variety of themes: Places & Spaces, Art & Identity, Transforming Everyday Objects, and Art & Society. Each week kicks off with a video that connects works of art from The Museum of Modern Art's collection to the theme. read more...
MOOC and Blended Learning
The development of online education has brought opportunities and challenges for traditional teaching and learning. read more...
Moral Foundations of Politics
This course explores the main answers that have been given to this question in the modern West. read more...
Motion Planning for Self-Driving Cars
Welcome to Motion Planning for Self-Driving Cars, the fourth course in University of Toronto's Self-Driving Cars Specialization. This course will introduce you to the main planning tasks in autonomous driving, including mission planning, behavior planning and local planning. read more...
MS Excel Crash Course
The best "Must-Know" tips to get you started or brush up your skills in Microsoft Excel 2016. These 8 short videos will launch you into Excel and get you going in just over 30 minutes. read more...
