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This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...
This online course explores how to assess global market opportunities and challenges while developing successful global marketing strategies.
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.
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 (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...
This MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
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 is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...
This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...
This online course explores how to analyse and apply consumer and buyer behaviour fundamentals to develop an effective marketing campaign.
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This online course is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.
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