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This series of online courses explores algorithmic techniques for solving problems arising in computer science applications. It includes a deeper understanding of algorithms by...

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 online course program gives an introduction to key digital technologies shaping the modern business environment. The courses are designed for beginners with no technical...

This course teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language...

This course takes students from data novice to data analyst in just four project-based courses. They will learn to apply basic data science tools and techniques, including data...

This online course explores the ethical considerations regarding the privacy and control of consumer information and big data.

This online course program gives an introduction to the field of Data Science. It teaches the applications and activities of Data Science, key methodologies and open source...

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...

This course is an introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization...

This online course program explores health informatics applications through a series of individual online courses. Topics include the technical context, measuring outcomes, and...

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

This online course explores the area of Data Science without any programming requirements.

This course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...

This course covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in...

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...

How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...

This MOOC explores astronomical technology. It teaches how the technology works and how it has allowed astronomers to collect astronomical data.

In this courses, students will learn what they need to know to begin assembling and leading a data science enterprise. It provides a crash course in data science to become...

This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...