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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...
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.
This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
This online course teaches how to lead a firm to make better business decisions using analytic methods and create competitive advantages from data.
This online course explores how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...
This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.
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 MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...
This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...
In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...
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...
This online course series explores current engineering practices used in the self-driving car industry. The online program shows the detailed architecture and components of a...
This online course teaches how to integrate a photovoltaic system into a microgrid of your design.
This online course covers the physical principles of major in vivo bio-imaging modalities and the different imaging techniques. It explores how principles of basic science are...
This online course teaches how to drive social media engagement by linking strategy and tactics and measuring results.
This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
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