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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 series reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...

This online course gives an introduction to analytics in business, the types of analytics and techniques used (including Google Analytics) and why they are important.

This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...

This course will present every step of the research process, from developing a hypothesis and finding sources to writing up and presenting one’s findings.

This online course gives an introduction to Time Series Analysis. The course explores mathematical models as well as graphical representations.

This course will explore in-depth the challenges for cloud networking—how do we build a network infrastructure that provides the agility to deploy virtual networks on a shared...

This online course gives an introduction to Emergency Medicine. It includes topics such as cardiovascular emergencies and shock, wound care, toxicology, and trauma management.

This course gives the tools to measure brand and customer assets, perform regression analysis, and design experiments as a way to evaluate and optimize marketing campaigns.

This online course explores how to drive social media engagement by linking strategy and tactics and measuring results.

This online course takes a virtual field trip to Antarctica, exploring the geology and history of the coldest, driest, windiest continent on earth.

This online course gives an introduction to AI, Big Data, and Machine Learning for learners with a business background.

This course covers lesson planning and assessing with the ELL in mind as well as engaging the ELL student and their families in the school and community.

This online course explores selected aspects of current research in the field of global disability.

This online course series explores how to teach computational thinking and programming in schools. It teaches several block-based languages, but using novel approaches designed...

These short online courses provided by Skillshare cover various topics around creating animation, including 2D and 3D animation, character animation, motion graphics, as well as...

This online course covers texts from the domains of classical literature, history, philosophy, and fine arts.

This sequence of online courses teaches the key concepts of Windows Server administration.

This online lecture is an introduction to several fundamental ideas in electrical engineering and computer science, using digital communication systems as the vehicle.

This online course explores synthesizer components and techniques, such as envelopes, LFO’s, filters, oscillators, modulation, and audio effects.