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This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
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...
This online lecture covers major results and directions of research in data structure.
This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...
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 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 teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.
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 teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...
With this online course, participants will get an overall view of the increasingly complex challenges of global business from the insights, perspectives and experience of...
This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.
This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact
This online course covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...
This video online course (MOOC) explores how controlling the local nanoscale structure and physics of semiconducting polymers allows for revolutionary new devices across the globe.
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
This online course teaches how to plan, develop and deliver on all aspects of work in the lifecycle of digital products using lean, agile and systems design thinking.
This online course aims to introduce participants to existing and emerging technologies suitable for disaster risk reduction while promoting the overall aim of sustainable...
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