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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...
In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This online course teaches how technology is used in supply chain systems from fundamental concepts to innovative applications.
This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
This course covers intermediate topics in software development. It teaches object-oriented programming principles that will allow students to use Java to its full potential, and...
This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.
This online course explores strategies for driving business success in the new digital economy.
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 relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
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 covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...
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...
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...
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 discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.
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...
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