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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 gives a short introduction to machine learning and data science for everyone.

This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

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...

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

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...

This online Java course provides with a strong understanding of basic Java programming elements and data abstraction using problem representation and the object-oriented...

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 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 online course teaches how to apply computational thinking in data science.

This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

This online course series gives a practical introduction to data mining using the Weka workbench.

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

This online course helps to learn the foundations of probability and statistics.

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 course is an introduction to the discipline of statistics as a science of understanding and analyzing data. Students will learn how to effectively make use of data in the...

Diese einfache Videolektion gibt einen kurzen Überblick über die Tätigkeit von Programmierern für Teilnehmer ohne Vorkenntnisse.Dabei werden die einzelnen Bereiche kurz...

Diese Online-Vorlesung gibt eine Einführung in die Analyse und Interpretation statistischer Daten.

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...