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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...
This online course explores the fundamentals of fiber optic communications, including the historical background, current practice, and future directions.
This online course teaches in-depth interface and object-oriented programming in C#, with many real-world examples.
This online course helps you to read and understand financial statements to evaluate how business performance is affected by four fundamental drivers of profitability viz.,...
This is an introductory course on options and other financial derivatives, and their applications to risk management. It includes the Black-Scholes-Merton model and other...
In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...
This online course teaches how to shift from a short-term customer transaction based mode of operation to a long-term relationship mode and understand the benefits of having...
This online course teaches all the new HTML5 features to help create great Web sites and applications in a simplified but powerful way.
This online course provides the basic toolkit for any signal processing application - the abstraction of signals and systems, from the point of view of analysis and...
This online course teaches how to write high-quality code that runs correctly and efficiently. Students will design, code and validate programs and learn how to compare...
This course presents relevant theoretical and practical foundations for parallel programming. It includes crucial theoretical ideas such as semaphores and actors, the...
This online course teaches integrals, antiderivatives and differential equations.
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 MOOC teaches formal methods to systematically develop correct, loop-based programs. The course presents a methodology that illustrates goal-oriented programming, starting...
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 introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...
This online course explores how to create a mobile application, including research, design, usability, implementation and field evaluation.
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.
In this online course, participants write programs in Java to solve real world problems that are large enough to require multiple classes working together. Participants learn...
This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.
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