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In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...

This online lecture gives an introduction to machine learning for physicists. [Note: Lectures 1 and 2 are not in the right order on the course overview page.]

This online course gives an introduction to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).

This course takes students from data novice to data analyst in just four project-based courses. They will learn to apply basic data science tools and techniques, including data...

This online course gives an introduction to AI using Microsoft's cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services. It includes applications...

This online course explores how machine learning can be used to solve financial data problems and create informative insights and predictions. The course is designed for anyone...

This is a non-technical online course that gives an introduction to artificial intelligence (AI). It covers examples of AI applications, technologies like machine learning and...

This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...

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...

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 erläutert die Grundlagen der Künstlichen Intelligenz für Teilnehmer ohne Vorerfahrung (auch für Schüler und Studenten geeignet). Enthalten sind die...