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This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
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 data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...
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 explores remote teamwork and virtual collaboration.
This online course gives an initial introduction to data science and use of the MATLAB software.
In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...
This course covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...
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.)...
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
Cryptography is present in everyday life, from paying with a credit card to using the telephone. This course teaches all about making and breaking puzzles in computing.
This online course series explores the practice of futures thinking, as developed and applied by the Institute for the Future, a Silicon-Valley-based research and learning group...
This online lecture covers major results and directions of research in data structure.
Der Online-Kurs "Programming for Everybody" gibt eine Einführung in die Programmierung.Der Kurs verwendet die Programmiersprache Python und wurde für absolute Anfänger...
This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...
This online course covers selected advanced topics of financial reporting, including business combinations and consolidated financial statements. Learners should have some prior...
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
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 explores the opioid epidemic in the United States and possible solutions.
This series of MOOCs explores the fundamentals of probabilistic graphical models.
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