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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.

This course will derive equilibrium outcomes across a variety of market structures and will begin by understanding equilibrium under a market structure called Perfect...

This online course shows how to solve partial differential equations with numerical methods and Python. The methods shown in this course are used in engineering, natural...

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 course covers the core ideas of single-variable Calculus with emphases on conceptual understanding and applications. The course is ideal for students beginning in the...

This course teaches how to design a feedback system to control a switching converter. Equivalent circuit models are extended to model small-signal ac variations. These models...

This online course gives an introduction to the fundamental precepts of computer science. It covers the relationships between applications programming, the theory of...

This online course gives an introduction to the concept of design thinking and its application within a context of business strategy and entrepreneurship. It includes case...

This online course provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...

Throughout history, the vast majority of people around the globe have believed they have, however defined, a “soul.” This course explores several facets of this relatively...

This is an advanced course for Chinese for beginners. Learners will expand vocabularies about personal information, daily life, food and drink, healthy, and expressions about...

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 online course starts with an introduction about integrated sanitation planning, dealing with citywide planning as well as with planning for specific contexts such as...

This online course gives an introduction to autonomous mobile robots, including forward kinematics (“odometry”), basic sensors and actuators, and simple reactive behavior.

This course considers the common data structures that are used in various computational problems. Participants will learn how these data structures are implemented in different...

This course is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to...

This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step 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 online course introduces the concept of recommender systems and reviews several examples in detail.

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