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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 course presents the fundamental probability and statistical concepts used in elementary data analysis.

This online course explores the detection and mitigation of threats and attack vectors and how to protect data and information.

This course will introduce various interactive tools developed in computer graphics research field with their design rationales and algorithms. Examples include enhancements to...

This course provides the foundation needed for a career in database development, data warehousing, or business intelligence, as well as for the entire Data Warehousing for...

This online course series teaches cybersecurity workforce entry level skills for beginners.

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.

This online course gives an initial introduction to data science and use of the MATLAB software.

This course offers an introduction to numerical mathematics. The aim of this course is to equip learners with the fundamental skills needed to work in computer science.

In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...

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

In this course, students will compare DNA from an individual against a reference human genome to find potentially disease-causing mutations. They will also learn how to identify...

This online course gives an introduction to computer hardware and operating systems.

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 will help participants to learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems.

This online course series shows how to develop knowledge in computer graphics and virtual reality in Android. The courses are designed for learners with basic knowledge in Android.

This course teaches core distributed computing concepts that underlie today’s and tomorrow’s cloud computing systems.

This course covers techniques for monitoring your projects in order to align client needs, project plans, and software production. It focuses on metrics and reviews to track and...

In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...

This online course is an introduction to discrete optimization and exposes students to some of the most fundamental concepts and algorithms in the field.