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This course teaches the concepts and mathematical methods behind the most powerful and universal metrics used by Data Scientists to evaluate the uncertainty-reduction – or...

This online course introduces the concept of recommender systems and reviews several examples in detail.

This series of MOOCs teaches critical business management competencies to create, measure, and maximize value.

This MOOC discusses the topics of content in photography, the essential element of light as well as the sharing and copyrights of pictures.

This online course shows how to program in Java and teaches general programming and problem-solving skills.The course explores how to design algorithms and develop and debug...

This series of online courses gives an introduction to fundamental network architecture concepts and network design.

In this course, participants will see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. The course will cover Spark's programming...

This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

This online course gives an introduction to the design of optical systems (such as cameras or telescopes) with simple mathematical and graphical techniques.

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 program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course gives an introduction to constructing composite indices and some of resulting problems. It includes topics such as technical properties, internal structure...

This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific...

This MOOC will build upon basic environmental science and environmental engineering principles to discover how to best implement Monitored Natural Attenuation (MNA) as a viable...

This online course gives an introduction to magnetic resonance imaging (MRI).

This online course explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...

This online course series explores computer aided design, manufacturing, and toolpath creation with the Autodesk software.

Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...

This online course gives an introduction to patient safety and quality improvement in healthcare (part 2 of 3).

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).