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This course explores that dynamic programming is a powerful algorithmic tool when comparing two genes (i.e., short sequences of DNA) or two proteins. When "zooming out" to...

This course teaches the fundamentals of data visualization and practice communicating with data. It focuses on how to visually encode and present data to an audience once an...

This course introduces the basic principles and technologies of Linked Data to enable data sharing and reuse on a massive scale. Held together by ontologies, i.e. knowledge...

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

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 course explores how the effectiveness of software development projects can be pro-actively improved by applying concepts, techniques, and tools from software diagnosis.

This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...

This MOOC will introduce participants to the concept and techniques of User Experience (UX) Design.

This course begins a series of classes illustrating the power of computing in modern biology. It teaches how to apply popular bioinformatics software tools to real experimental...

This course will cover algorithms for solving various biological problems along with a handful of programming challenges helping you implement these algorithms in Python.

This course teaches its students about basic concepts in theoretical computer science – such as NP-completeness – and what they imply for solving tough algorithmic problems.

This video lecture gives an introduction to project and quality management in software systems engineering.

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

This online lecture gives an introduction to the concept of Parallel Programming.

This online lecture covers elementary discrete mathematics for computer science and engineering.

In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...

This course teaches web developers to work with images on the modern web, so that their images look better and load quickly on any device.

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...

This online course teaches the basics of programming computers using Python. The course covers the basics of how to construct a program from a series of simple instructions in...

First of all, students of this course must understand that the world is trending in real time! Through the course, they will learn from Twitter to scalably process tweets, or...