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This course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...
In this course students will build a toolbox of techniques to execute today's business strategies to help them succeed.
This course features a real-world case study. In response to business requirements presented in a case study, students will design and build a small data warehouse, create data...
This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...
This online course explores the topic of causation vs. correlation. The course teaches how causal effects are defined, what assumptions about data and models are necessary, and...
This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific...
This online course gives an introduction to robotics. It explores the basics of robot motion and robot configuration. The course is designed for learners with some prior...
This course teaches students how to engage with end users, effectively frame problems, identify potential solutions, and build prototypes to test assumptions and learn what...
This class presents fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples. Students having taken this class should be able...
This course teaches how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their...
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 course will consider how what we see is generated by the visual system, and what visual perception indicates about how the brain works. The evidence will be drawn from...
This online course explores the ethical and policy/governance issues that arise in the design, conduct and application of synthetic biology.
In this course students will learn how VoIP systems like Skype work and implement their own app for voice calls and text messages. They will start by using the Session...
This online course explores topics such as asymptotic notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and...
This MOOC will teach participants how to design futureproof systems that meet the requirements of IoT systems: systems that are secure, interoperable, modifiable and scalable.
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...
This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will also introduce a range of...
This course considers the problem of how a robot decides what to do to achieve its goals. This problem is often referred to as Planning and it has been formulated in various...
This MOOC will cover a range of topics regarding the Zika virus, such as epidemiology, historical and geographical dispersion of the virus and its vectors through globalization...
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