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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 course will provide students with the tools and skills necessary to develop an iOS App from scratch. By the end of this first course they will be able to demonstrate...

This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

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

In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...

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 deep learning (DL) methods, healthcare data and applications using DL methods.

This online course teaches how to drive social media engagement by linking strategy and tactics and measuring results.

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 explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...

This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.

This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.

This online course explores how to design and engineer complex, dynamic robotic systems.

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

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 explores how international law regulates armed conflicts, protects individuals in wartime, including terrorism, and guarantees minimum compliance.

This online course teaches how to use Object and Service Oriented design principles and the development team to increase system flexibility so it can be efficiently run...

This video online course (MOOC) explores how controlling the local nanoscale structure and physics of semiconducting polymers allows for revolutionary new devices across the globe.

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