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This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...

This online course teaches how technology is used in supply chain systems from fundamental concepts to innovative applications.

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 teaches how to apply engineering principles, such as Agile, to build a full-stack software system.

This online course explores the project management skills needed to handle complexity in engineering, infrastructure and other large projects.

This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...

This online course teaches how to use Object and Service Oriented design principles and the development team to increase system flexibility so it can be efficiently run...

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 lecture covers major results and directions of research in data structure.

This online course explores algorithmics and graph theory using Python.

This online lecture gives an introduction to quantum optics.

This online course explores the features and dynamics of an important field of international law that grants rights to foreign investors to foster States’ development.

This series of online courses teaches autonomous flight software engineering skills. It includes key aspects of Aerial Robotics as well as Intelligent Air Systems.

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 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 course is an introduction to key leadership theories and concepts needed to be an effective leader and manager. Participants will learn practical skills needed to build a...

This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...