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This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

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 online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This introductory MOOC to graphene science and technology will teach participants about graphene, its practical applications and how it offers new insights into quantum physics.

Cryptography is present in everyday life, from paying with a credit card to using the telephone. This course teaches all about making and breaking puzzles in computing.

In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...

The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...

This MOOC covers all aspects involved in the design of supply chains for companies and organizations anywhere in the world. It teaches how to design and optimize physical,...

This introductory synthetic biology course starts with a brief overview of the field and then delves into more challenging yet exciting concepts. Students will learn how to...

This course covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...

This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.

This series of MOOCs explores the fundamentals of probabilistic graphical models.

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 comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...

This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

This course teaches how to manage and harness the dynamics and interactions between firms and entities within a supply chain.

This online course (MOOC) teaches how citizen’s co-creation is key in making cities worldwide more sustainable.It explores in detail the potential of co-creation and also...