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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...

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...

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...

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...

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

This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.

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 is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.

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 series of online courses teaches autonomous flight software engineering skills. It includes key aspects of Aerial Robotics as well as Intelligent Air Systems.

This online course explores how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.

This online course teaches what makes global projects uniquely challenging and how to successfully manage projects based in different industries and countries.

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This online course shows the key strategies and financing structures used by project managers to generate crucial funding for their projects.

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

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...

This is an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...

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

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...