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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 use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...
In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...
This online course explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...
This online lecture gives an introduction to quantum optics.
This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.
This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.
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 MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.
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 explores concepts of advanced linear algebra for computing.
This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.
This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.
This online course series gives participants the opportunity to become a robotics engineer. The program covers all key aspects of modern robotics and was created with leading...
This comprehensive series of online courses will teach you the technology of self-driving cars. The courses include elements from robotics, software development, machine...
This video course explains the Law of the International Community, including how International Law is created, applied and upheld in today's world.
This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).
This online course teaches how technology is used in supply chain systems from fundamental concepts to innovative applications.
This online course gives an introduction to quantum mechanics. The course was designed for learners with mechanical or aerospace engineering backgrounds.
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