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This course teaches the concepts and mathematical methods behind the most powerful and universal metrics used by Data Scientists to evaluate the uncertainty-reduction – or...

This is the third course in the Academic English: Writing specialization. By raising the level of academic writing, this course helps prepare students for college-level work.

In this course, students will see how evolutionary trees resolve quandaries from finding the origin of a deadly virus to locating the birthplace of modern humans. They will then...

This online course explores data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search,...

This course covers the analysis and design of magnetic components, including inductors and transformers, used in power electronic converters.

This series of online courses (MOOCs) covers the fundamentals of strategic financial management, including financial accounting, investments, and corporate finance.The video...

This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...

This online course introduces students to the basic components of electronics: diodes, transistors, and op amps. The course covers the basic operation and some common...

Content of this course includes selected aspects of finance from a non-financial specialist perspective. Specific topics include: financial analysis; planning, forecasting, and...

Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...

This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...

This online course gives an overview and many examples of professional business writing in English, e.g. for business proposals, reports and presentations.

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

The main focus of this online course is on quantitative model checking for Markov chains, for which the course will discuss efficient computational algorithms.

This course covers topics like multiple sequence alignments, phylogenetics, gene expression data analysis, and protein interaction networks, in two separate parts. It deals with...

This series of MOOCs covers all the fundamental techniques in recommender systems, from non-personalized and project-association recommenders through content-based and...

This online course explores how to use theories and methods to make predictions of the potential impact of new technology.

This course teaches the knowledge and skills for using data warehouses for business intelligence purposes and for working as a business intelligence developer. The course gives...

This online course teaches basic concepts underlying cloud services (see also Part 1).