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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 applied computer science MOOC teaches the vocabulary, concepts and mechanisms common to all digital networks, and explores the TCP, UDP and IP protocols that support all...

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

This series of MOOCs covers R software development for building data science tools. It helps participants to learn modern software development practices to build tools that are...

This course gives an introduction to computer science and programming. Students will learn about: notions of computation, the Python programming language, some simple...

This course series gives an in-depth introduction to Data Analytics.The courses were designed with experts and scientists at leading technology companies to ensure that learners...

This series of online courses covers the fundamentals of surveys as used in market research, evaluation research, social science and political research, official government...

This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

This online course is designed to introduce participants to basic tools of theory building and data analysis in systems science and to apply those tools to better understand the...

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. Students will discuss the game of baseball, not through consensus or a fan's...

This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...

In this course, students will learn how to identify new opportunities to create value for empowered consumers, develop strategies that yield an advantage over rivals, and...

Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...

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 features a real-world case study. In response to business requirements presented in a case study, students will design and build a small data warehouse, create data...

Internet search uses textual queries. These are strings from the point of view of computer science. To make sense of all that information and make search efficient, search...

This series of online courses gives an introduction to data analysis and data science.Participants will be introduced to tools such as Excel, Tableau, and MySQL to analyze data,...

In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.

This course is an introduction to least squares from a linear algebraic and mathematical perspective.