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This course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli...

This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

This course will teach its students two techniques for storing data to their device’s hard drive: the NSKeyedArchiver method and the more complex, but robust Core...

This is an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

This online course teaches how to be an adaptive leader in development and how to uncover local solutions to complex problems in developing countries.

This online course teaches what makes global projects uniquely challenging and how to successfully manage projects based in different industries and countries.

This online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

This online course explores strategies for driving business success in the new digital economy.

In this course, students will use Native JavaScript Promises to write asynchronous code that is easy to read, easy to write and easy to debug.

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.

This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

This course covers the concepts and methodologies used in systems-level analysis of biomedical systems. Successful participants will learn how to use experimental, computational...

With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...