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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 course focuses on understanding data and business analytics and become a leader in these areas in business organizations.

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

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 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 course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...

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 course is an introduction to least squares from a linear algebraic and mathematical perspective.

In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They 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 lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

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.)...

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

This online course covers design of photovoltaic systems, such as utility scale solar farms or residential scale systems (on/off the grid).

This online course explores how to assess global market opportunities and challenges while developing successful global marketing strategies.

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

This online course helps to understand how solar cells generate electricity and learn about semiconductor physics and optics required to design and manufacture solar cells.

This online course teaches how technology is used in supply chain systems from fundamental concepts to innovative applications.

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...