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This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
This online lecture provides a review of linear algebra, including applications to networks, structures, and estimation, Lagrange multipliers. (The title of part 2 is:...
This online lecture series presents the Early Middle Ages in Western European development, from the accession of Diocletian to the feudal transformation. It covers topics such...
This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...
This course teaches the fundamentals of the Java programming language.It includes various interactive lessons and practical coding projects. (Also check out this overview of...
This course teaches how to build four webpages from scratch while learning web development fundamentals.
This online course teaches how to publish a personal website to the public Internet.
This online lecture emphasizes dynamic models of growth and development. Topics covered include: migration, modernization, and technological change; static and dynamic models of...
This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.
This online lecture explores statistical modeling and control in manufacturing processes.
Effective field theory is a fundamental framework to describe physical systems with quantum field theory.
This online course is an in-depth series of videos about differential equations and the MATLAB® ODE suite. These videos are suitable for students and life-long learners.
This online lecture takes a broad-based look at poker theory and applications of poker analytics to investment management and trading.
This course presents the principles of evolution, ecology, and behavior for students beginning their study of biology and of the environment.
This online lecture covers the Internet of Things (IoT), which basically means that virtually every thing can also feature tiny computers that are connected to the Internet.
This course covers the body of modern poetry, its characteristic techniques, concerns, and major practitioners. The authors discussed range from Yeats, Eliot, and Pound, to...
This online lecture introduces the core theory of modern financial economics and financial management, with a focus on capital markets and investments.
This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...
The focus of this course (part 2 of 2) is on coding techniques for approaching the Shannon limit of additive white Gaussian noise (AWGN) channels, their performance analysis,...
This online lecture gives an introduction to the concept of Parallel Programming.
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