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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 focuses on understanding data and business analytics and become a leader in these areas in business organizations.
This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...
This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...
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...
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 helps to learn how to apply the concepts of advertising and marketing to branding.
Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...
Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...
This online course explores the fundamental principles underlying fluid dynamics; including the kinematics of deformation, hydrostatics & buoyancy, inviscid flow and the...
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
This online course teaches how to integrate a photovoltaic system into a microgrid of your design.
This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
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 gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
This advanced-level online lecture series provides an overview of the Geometric Anatomy of Theoretical Physics.The aim of the course is to provide proper mathematical language...
This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).
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 MOOC gives an introduction to Python and includes data analysis techniques.
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