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This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

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 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 program explores how to apply machine learning to problems in medicine (diagnosis, prognosis, treatment). The program is designed for learners with some prior...

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact

This online course program explores the methods modern computer science has to offer to the field of healthcare. Topics include health data analysis, different types of neural...

This online course program teaches learners with prior programming and data analysis skills how to build machine learning models and other more advanced skills. It also kncludes...

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

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 teaches about comprehensive data mining and machine learning with Python and Spark.

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

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 program gives an introduction to key data science essentials through real-world case studies. It includes courses on the R programming language, data...

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

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

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

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