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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 how international law regulates armed conflicts, protects individuals in wartime, including terrorism, and guarantees minimum compliance.
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 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 video online course (MOOC) explores how controlling the local nanoscale structure and physics of semiconducting polymers allows for revolutionary new devices across the globe.
This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...
Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...
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 shows the key strategies and financing structures used by project managers to generate crucial funding for their projects.
This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...
This course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli...
This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.
This online course explores the fundamental principles underlying fluid dynamics; including the kinematics of deformation, hydrostatics & buoyancy, inviscid flow and the...
This online course explores the project management skills needed to handle complexity in engineering, infrastructure and other large projects.
This online course teaches what makes global projects uniquely challenging and how to successfully manage projects based in different industries and countries.
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 represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
This course is an introduction to dynamical modeling techniques used in contemporary Systems Biology research.
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