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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 online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This is a focused course designed to rapidly get participants up to speed on doing data science in real life. It includes eg. describing possible pitfalls when pulling /...

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

This series of 6 individual MOOCs gives an introduction to Big Data for beginners (no prior experience required). With these online courses, participants will develop a robust...

This online course program explores strategies to put ethics into practice in data-driven technologies such as Artificial Intelligence, Data Science, and Internet of Things.

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 online course explores how to perform data analysis using MongoDB's Aggregation Framework.

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 gives an introduction to data and their analysis and interpretation.

This online course program gives an introduction to the mathematical foundations for Data Science. It includes key concepts in algebra, calculus, linear algebra, and numerical...

This online course explores the landscape of urban governance in the digital era. It looks at how data has an impact on city life and its structure, instruments, policies, and...

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This online course introduces learners to the science of business analytics with applications in a marketing context.

This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a...

This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...