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This course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...
This course discusses the computational approach in modern physics in a clear yet accessible way. Individual modules contain in-depth discussions of algorithms ranging from...
This course teaches its students about basic concepts in theoretical computer science – such as NP-completeness – and what they imply for solving tough algorithmic problems.
This series of MOOCs gives an introduction to algorithms.
This online lecture is an introduction to the dynamics and vibrations of lumped-parameter models of mechanical systems. Topics covered include kinematics, force-momentum...
This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.
This online course teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.
This online course teaches how to communicate in Chinese at a basic level in a daily, academic and professional environment.
This online lecture takes a broad-based look at poker theory and applications of poker analytics to investment management and trading.
This online course introduces the theoretical foundations to choice modeling and describes the steps of operational modeling.
This sequence of online courses teaches the key concepts of Kotlin to create native Android applications with less code than using Java.
This online course focuses on a framework for understanding how to use language constructs effectively and how to design correct and elegant programs.
In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
This online course begins in 1300 AD at the height of the Silk Road, the triumphs of the Mongol Empire, and the spread of one of the most devastating contagions of all time, the...
This online course explores the structural and material design of aircraft and spacecraft from the viewpoint of an aerospace engineer.
This MOOC explores networks and security in embedded systems.
This online course gives a rounded overview of American contract law. The course is suitable for beginners, but it is recommended that learners start with American Contract Law I.
This economics course provides an introduction to the field of cybersecurity through the lens of economic principles.
This online course explores challenging discrete optimization problems. It is intended for learners with prior skills in discrete optimizations.
This course will teach relevant fundamentals of human motor performance, perception, and cognition that inform effective interaction design.
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