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This MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.

In this course, participants will see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. The course will cover Spark's programming...

This course will introduce the learner to text mining and text manipulation basics.

This MOOC discusses the modeling and management of large amounts of data. It explores big data management systems.

In this case study based course, students will apply the knowledge they have gained about distribution, revenue and demand management to a ‘real’ world case – Hotel “De...

In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...

This MOOC provides an introduction to complex analysis which is the theory of complex functions of a complex variable.

This online course gives an introduction to the basic concepts and principles of crytography.

This online course gives an introduction to magnetic resonance imaging (MRI).

Content of this course includes selected aspects of finance from a non-financial specialist perspective. Specific topics include: financial analysis; planning, forecasting, and...

This online course explores challenging discrete optimization problems. It is intended for learners with prior skills in discrete optimizations.

This online course explores how to write in a business environment.The course analyzes various documents and formats, such as emails, memos, presentations, and press releases....

This online course gives an introduction to the fundamental principles and processes of software testing.

This online course gives an introduction to financial engineering. It includes some concepts of probability and optimization as well as basic concepts of swaps, options, and...

This course will explore game worlds in existing games and study the art and influences that inform their themes and styles.

This course is for experienced C programmers who want to program in C++. The examples and exercises require a basic understanding of algorithms and object-oriented software.

This course teaches core distributed computing concepts that underlie today’s and tomorrow’s cloud computing systems.

This online course focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.

This online course gives an introduction to Generative AI with Large Language Models (LLMs). It includes the key steps in a typical LLM-based generative AI lifecycle, from data...

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...