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This online course gives an introduction to artificial intelligence for educators to prepare for a future which is becoming increasingly automated. The course includes...

This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...

This introductory MOOC (online course) teaches theory, algorithms and applications of Machine Learning.

This online course explores how Deep Learning and Machine Learning technology can be used in many aspects of business and industry.

This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...

This online course explores how to apply machine learning in practice, using Google's approach including TensorFlow models.

This online course gives an introduction to machine learning and includes a wide range of supervised-learning techniques, from simple linear regression to support vector...

This online course gives an introduction to artificial intelligence and machine learning using Python. The course is being offered by the creators of one of the most popular...

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 Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

This online course teaches how to to create machine learning algorithms in Python and R.

This online course gives an introduction to deep learning in the context of enterprises. It includes various industry applications and examples with the TensorFlow framework.

This online course explores what Artificial Intelligence (AI) is by understanding its applications and key concepts including machine learning, deep learning and neural networks.

This online course gives a first introduction to Data Science.  It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...

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 course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

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

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...