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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 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 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 explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.

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 introductory MOOC to graphene science and technology will teach participants about graphene, its practical applications and how it offers new insights into quantum physics.

This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...

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 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 gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

This course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.

This online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.

The online course begins with an overview of vectors and tensors. It then proceeds through fundamental concepts of motion, balance laws, constitutive relations and thermodynamics.

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.

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 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 online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course explores the features and dynamics of an important field of international law that grants rights to foreign investors to foster States’ development.

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.