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

This online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.

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

This online course program teaches learners with prior programming and data analysis skills how to build machine learning models and other more advanced skills. It also kncludes...

This online course explores the foundations of probability and its relationship to statistics and data science.

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 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 covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...

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 course focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...

This online course (MOOC) is designed to teach learners the basic math they will need in order to master any data science math course. It was created for learners who have basic...

This online course gives an introduction to Excel for data analysis. It includes cleaning and preparing data, automating data analysis, and transforming, linking, and...

This MOOC teaches fundamental concepts of mathematical probability to prepare participants for a career in the growing field of information and data science.

This online course series gives an introduction to programming in Python for data science, including data analysis and visualization.

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...

Dieser Online-Kurs erläutert die Grundlagen der Programmierung mit Python für Anwendungen im Bereich Data Science.

Dieser Online-Kurs erläutert die Grundlagen von R und R-Studio für Data Science-Anwendungen.

Dieser Online-Kurs erläutert wichtige Grundlagen zum Data-Mining und Maschinellem Lernen mit Python und Spark.Der Videokurs zeigt, wie man mit Machine Learning-Technologie (also...

Dieser Online-Kurs gibt einen ersten Überblick über das Gebiet der Data Science. Es werden die wichtigsten Fachbegriffe erläutert und die typischen Arbeitsschritte eines Data...

Dieser Online-Kurs gibt eine Einführung ins Machine Learning für Data Science-Anwendungen, inklusive Regression, Klassifizierung und Clustering. Dafür werden Anwendungen sowohl...