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This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...
This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...
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 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 online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.
This series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...
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...
In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...
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...
In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...
This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...
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...
This online course teaches what makes global projects uniquely challenging and how to successfully manage projects based in different industries and countries.
This MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.
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 online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.
This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).
This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...
This online video lecture series discusses advanced topics related to algorithms in computer science.
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