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This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

This online lecture covers major results and directions of research in data structure.

This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...

This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

This MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.

This online course teaches how to lead a firm to make better business decisions using analytic methods and create competitive advantages from data.

Through this course, students will get a solid understanding of the key controversies surrounding the development of international human rights law.

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

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...

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...

In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...

This series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...

This online course teaches key features of the Kotlin programming language. The course shows how to convert a basic Android app in Java to Kotlin.

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This online course focuses on understanding data and business analytics and become a leader in these areas in business organizations.