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This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...
This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...
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 program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...
This MOOC gives an introduction to Python and includes data analysis techniques.
This online course (MOOC) teaches how to program specific orientation and achieve precise aiming goals for spacecraft moving through three dimensional space.
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
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 is an introduction to dynamical modeling techniques used in contemporary Systems Biology research.
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
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 an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.
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...
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 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 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 introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
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