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This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...
Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...
This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
This online course connects CAD, CAM, and CAE through a series of short exercises on 3D modeling, rendering, simulation, and computer aided manufacturing.
In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...
This online course explores how organizations handle phone calls to ensure good levels of service.
This online course teaches ten beginning hip hop dance routines. The course aims for participants to be able to perform hip hop choreography.
This online course analyzes dyslexia challenges and shows how to strengthen weak dyslexic phonics skills and alternate remediation approaches.
This online course explores the use of cognitive behavioural therapy (CBT) with older people.
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...
This online course gives an introduction to different aspects of air pollution and health: toxicology, exposure assessment, epidemiology, engineering and health impact assessment.
In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...
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