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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 online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.
This online course teaches how to plan, develop and deliver on all aspects of work in the lifecycle of digital products using lean, agile and systems design thinking.
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 course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.
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 explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...
In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...
This online course explores concepts of advanced linear algebra for computing.
This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...
This online course explores algorithmics and graph theory using Python.
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 online course gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).
This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.
This MOOC covers all aspects involved in the design of supply chains for companies and organizations anywhere in the world. It teaches how to design and optimize physical,...
This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...
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 (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.
This online course teaches how to integrate a photovoltaic system into a microgrid of your design.
This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
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