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This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
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...
This online coures explores the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.
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 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 gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).
This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.
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...
In this Part 3 of the online course, you’ll explore translation of mRNA to protein, a key part of the central dogma of biology.
In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...
This MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.
This online course (MOOC) explores the movement of bodies in space (like spacecraft, satellites, and space stations).
This online course teaches how technology is used in supply chain systems from fundamental concepts to innovative applications.
The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...
This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.
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 teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
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 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...
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