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This online course program teaches intermediate and advanced statistical modeling techniques for data science. In particular, learners will become proficient in the theory and...

This online Java course provides additional advanced topics about Java programming elements and data abstraction.

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

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

In this computer science course, participants will learn the basics of programming in the Java language. This course includes repetition statements (for, while, do-while and...

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 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...

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 online course series gives an introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques...

This online course program shows how to build real-time applications to process big data at scale. It includes modern data engineering tools, such as Apache Spark, Kafka, Spark...

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 online course shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.

This online course series gives an introduction to data science for beginners, including open source tools like Jupyter Notebooks, RStudio IDE, Apache Zeppelin, and OpenRefine.

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

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...

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

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

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...

Schaffen Sie sich einen umfangreichen Überblick über Techniken, Methoden, Werkzeuge und Wissensgebiete in Data Science.