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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...
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 online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
This online course teaches how to infer the position of a quadrotor from its sensor readings and how to navigate it along a trajectory.
This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...
This online course shows the key strategies and financing structures used by project managers to generate crucial funding for their projects.
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 gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).
This online course explores the fundamental principles underlying fluid dynamics; including the kinematics of deformation, hydrostatics & buoyancy, inviscid flow and the...
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 course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli...
This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.
This online course gives an introduction to quantum mechanics. The course was designed for learners with mechanical or aerospace engineering backgrounds.
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...
This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...
This online course will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.
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