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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 course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...
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.
This online course explores how to design and engineer complex, dynamic robotic systems.
This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
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 teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...
This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.
Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.
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...
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