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This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...
This online course gives an introduction to Generative Adversarial Networks (GANs), including their fundamental components and applications.
This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...
This course will introduce students to the foundations of modern cryptography, with an eye toward practical applications.
This online course gives an introduction to the field of embedded systems design.
The main focus of this online course is on quantitative model checking for Markov chains, for which the course will discuss efficient computational algorithms.
This online course explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...
This online course explores the U.S. federal tax system as it relates to individuals, employees, and sole proprietors.
In this course, students will learn to design the computer architecture of complex modern microprocessors.
In this course students will learn how to communicate business-relevant implications of data analyses. They will learn how to structure data analysis projects and how to...
This online course explores the basics of bluff body aerodynamics. Among others, the course examines topics such as basic aspects of fluid flow, building aerodynamics and...
This online course explores the principles of electromagnetism and also introduces some mathematical tools which can be used to solve problems in the subject.
This online course gives an introduction to the infrastructure and platform services provided by Google Cloud Platform.
In this second course in the Social Marketing Specialization - "The Importance of Listening" - students will go deep into the Big Data of social and gain a more complete picture...
This online course gives an introduction to the basic concepts and principles of crytography.
This online course teaches the accounting for equity, pensions, share-based compensation and cash flows.
This MOOC explores "neurohacking", which describes how to use the R programming language to perform manipulation, processing, and analysis of neuroimaging data.
This online course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket,...
This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.
This MOOC gives an introduction to Behavioral Finance, which is the study of financial decision-making errors that can be avoided, if participants in markets are familiar with...
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