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

Through this course, students learn how to go through the entire data analysis process.

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This online course gives an introduction to genomic data science. The course explores DNA replication, analyzing algorithms to look for hidden messages in the genome. It also...

This online course explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...

This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...

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 explores various aspects of Chinese history.

This online course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting.

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

This online course gives an introduction to programming using the language "R", a popular language for statistical computing and graphics in data science and other domains.

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...

This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.

This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

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...

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