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This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more...

This online course explores scales, chord fingerings, and common chord progressions.

This online course gives an introduction to cryptography. It explores cryptography from an information-theoretical perspective.

This course teaches how to provide psychological first aid to people in an emergency by employing the RAPID model: Reflective listening, Assessment of needs, Prioritization,...

In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

This course teaches how managerial accounting is used to facilitate and guide business decisions. Topics will include planning (e.g., budgets), variance analysis, and overall...

Participants of this online course will gain the knowledge and the confidence that will help them make good choices as they consider qualities of the camera they own, and the...

This online course explores the current status and future development of electric vehicles.The course includes elements from engineering science, sociology, environmental...

This course discusses what motivates the restive Muslim youth from Tunis to Tehran, what political positions Islamists from Mali to Chechnya are fighting for, where the seeming...

This online course introduces participants to a straightforward design process that emphasizes planning, clarity, and focus.

This course explores the inherent complexity of developing country governments wanting to grow their economies in a climate friendly way. It will cover topics such as...

This online course (MOOC) explores what data visualization is, and how it can be used to better understand data.

This online course explores the topic of race and racism (primarily in the United States). It includes modules on defining race and racism, identifying racism, and applying...

This online course gives an introduction to respiratory and cardiovascular emergencies.

This course teaches the principles of video and audio codecs used for media content in iTunes, Google Play, YouTube, Netflix, etc. Students will learn the file formats and...

This course is designed to teach important concepts related to research data planning, collection, storage and dissemination. Instructors will offer information and...

By introducing three types of academic essays, this course will especially help prepare students for work in college classes, and anyone who wants to improve his or her writing...

This online course explores how the American political system works, who the key actors are, and how citizens can influence politics.

This online course gives an introduction to organization design, processes, and decision-making. It includes the main theories behind organizational design as well as typical...