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MIT OpenCourseWare is an initiative to make course materials from all MIT subjects freely available on the web, so that anyone can access and use them.
This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.
This course introduces students to the modeling, quantification, and analysis of uncertainty.
This course covers elementary discrete mathematics for computer science and engineering. It emphasizes mathematical definitions and proofs as well as applicable methods.
This introductory calculus course covers differentiation and integration of functions of one variable, with applications.
This course focuses on the equations and techniques most useful in science and engineering, Differential equations.
This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering.
The purpose of the class is to expose students to the mathematical concepts and techniques used in the financial industry. Mathematics lectures are mixed with lectures illustrating the corresponding application in the financial industry.
A course on the modeling and analysis of random phenomena and processes, including the basics of statistical inference.
This course covers vectors and matrices, partial derivatives, double and triple integrals, and vector calculus in 2 and 3-space.
This course offers an in-depth the theoretical foundations for statistical methods that are useful in many applications.
This short course covers the poker concepts, math concepts, and general concepts needed to play the game of Texas Hold'em on a professional level.
This course examines classical and modern developments in graph theory and additive combinatorics, with a focus on topics and themes that connect the two subjects.
This class uses revolutionary programmable interactivity to combine material from three fields creating an engaging, efficient learning solution to prepare students to be sophisticated and intuitive thinkers, programmers, and solution providers for the m…
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