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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 covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...
In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...
This online course will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.
This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...
This online lecture covers major results and directions of research in data structure.
This online course explores how international law regulates armed conflicts, protects individuals in wartime, including terrorism, and guarantees minimum compliance.
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 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 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 how to drive social media engagement by linking strategy and tactics and measuring results.
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 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 video lecture series discusses advanced topics related to algorithms in computer science.
This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
This online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.
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 focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...
This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
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