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

This course focused on ethics specifically related to data science will provide students with the framework to analyze these concerns. This framework is based on ethics, which...

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

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

This online course explores how to promote the ethical use of data-driven technologies. It includes topics such as privacy and bias and how ethical concepts can be applied.

This course covers how to find the right people to fill out a data science team, how to organize them to give them the best chance to feel empowered and successful, and how to...

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.

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

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

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...

In this Computer Science course, students will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing...

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

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