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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 lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
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.
Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
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