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This online course gives an introduction to machine learning and includes a wide range of supervised-learning techniques, from simple linear regression to support vector...

This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...

This online course shows the tools used by the world's top professional guitar players.Although the course starts with the fundamentals (such as guitar tuning and finger...

This course teaches how to assess a patient with suspected respiratory disease, and provides an overview of the presentation, diagnosis and management of the common and less...

This online course provides the essential foundations required to understand the operation of semiconductor devices such as transistors, diodes, solar cells, light-emitting...

This online course program teaches learners with prior programming and data analysis skills how to build machine learning models and other more advanced skills. It also kncludes...

This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.

This online course program explores statistical thermodynamics and was designed for learners working in advanced fields such as combustion, high temperature gas dynamics,...

This online course gives a rounded overview of American contract law. The course is suitable for beginners, but it is recommended that learners start with American Contract Law I.

Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.

This online course teaches to predict financial crises, handle unfair trade practices and minimize risks when investing in emerging economies.

This course offers a mechanistic description of mammalian brain function at the level of individual nerve cells and their synaptic interactions.

This course covers the core ideas of single-variable Calculus with emphases on conceptual understanding and applications. The course is ideal for students beginning in the...

This online course starts with an introduction about integrated sanitation planning, dealing with citywide planning as well as with planning for specific contexts such as...

This online course (MOOC) presents an introduction to cyber security showing different aspects of this discipline. It includes the main existing cyber security threats are and...

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 program explores the emergence of complex behaviors in interacting systems with many constituent parts (condensed matter physics). Some basic prior knowledge...

Through this course, participants will learn about: MOSFET large signal and small signal analysis; amplifiers; energy storage elements like capacitors and inductors; and...

This online course shows how to work with big data and build machine learning models at scale using Spark.

This MOOC will cover a range of topics regarding the Zika virus, such as epidemiology, historical and geographical dispersion of the virus and its vectors through globalization...