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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 presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.
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...
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
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 covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
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 explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
This online course focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...
This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.
This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This course is an introduction to dynamical modeling techniques used in contemporary Systems Biology research.
This online course gives an introduction to quantum mechanics. The course was designed for learners with mechanical or aerospace engineering backgrounds.
In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...
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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