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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...

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

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 gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.

Students will learn how to perfect their skills in Italian (speaking, listening, reading and writing), and by the end of this course they will be able to express opinions and...

This online course teaches about the communication culture in China, such as the Chinese address system, metaphors, taboo words and euphemisms, Chinese terms of respect and...

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

This course covers the fundamentals of iOS application development in the Swift programming language. Students will learn to use development tools such as XCode, design...

This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This online course will focus on magnetic resonance imaging, also known as an MRI. In the first part of the course, the dynamic of spins in a magnetic field is described,...

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

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 online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

This online course teaches how to be an adaptive leader in development and how to uncover local solutions to complex problems in developing countries.

The online course begins with an overview of vectors and tensors. It then proceeds through fundamental concepts of motion, balance laws, constitutive relations and thermodynamics.

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

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