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This course is an introduction to least squares from a linear algebraic and mathematical perspective.
In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...
This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...
In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...
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 course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.
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 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 online course is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.
This online course teaches how to integrate a photovoltaic system into a microgrid of your design.
This online course explores how to analyse and apply consumer and buyer behaviour fundamentals to develop an effective marketing campaign.
In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...
This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.
This online course teaches how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.
In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...
The online course begins with an overview of vectors and tensors. It then proceeds through fundamental concepts of motion, balance laws, constitutive relations and thermodynamics.
This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
This MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.
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