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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...
Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...
This online course explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...
This online coures explores the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.
This online course aims to introduce participants to existing and emerging technologies suitable for disaster risk reduction while promoting the overall aim of sustainable...
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.
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 online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.
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,...
This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...
This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...
This course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.
In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...
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 online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
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...
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This online course explores concepts of advanced linear algebra for computing.
In this course, students will learn to interface common sensors and actuators to the DragonBoard™ 410c hardware. They will then develop software to acquire sensory data, process...
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