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This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...

This program includes 5 individual online courses and gives learners a comprehensive introduction to Deep Learning as a key building block of artificial intelligence.Learners...

This course teaches how to assess the macroeconomic environment in which a business operates. We start by examining how various components of macroeconomy contribute to the...

This online course gives an introduction to the business law topics that appear in the REG section of the CPA exam, including contracts, debtor-creditor relationships, and...

This course is an introduction to the discipline of statistics as a science of understanding and analyzing data. Students will learn how to effectively make use of data in the...

In this course, participants will learn the language of uncertainty and the statistical methods for making inferences and decisions on the basis of limited information and data....

This online course explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...

This MOOC explores "neurohacking", which describes how to use the R programming language to perform manipulation, processing, and analysis of neuroimaging data.

The purpose of this course is to provide a core understanding of the fundamentals of revenue management, which ties into the larger picture of revenue strategy. The course is...

This online course teaches basic concepts underlying cloud services (see also Part 1).

This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.

This online course series explores advanced secure software techniques such as those for cloud computing, TOR, web-based cryptography, and geo-location/context based access...

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 course covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...

This online course teaches how to collect data from different social media sources such as YouTube, Twitter, and Flickr. It includes analyzing unstructured data and processing...

This online course gives an introduction to patient safety and quality improvement in healthcare (part 1 of 3).

This online course is an introduction to discrete optimization and exposes students to some of the most fundamental concepts and algorithms in the field.

This online course shows the fundamental concepts of distributed programming in the context of Java 8.

This online course program explores how to apply machine learning to problems in medicine (diagnosis, prognosis, treatment). The program is designed for learners with some prior...