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By the end of this class students will understand key concepts needed to devise new algorithms for graphs and other important data structures and to evaluate the efficiency of...

This MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.

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...

The main focus of this online course is on quantitative model checking for Markov chains, for which the course will discuss efficient computational algorithms.

This online course program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...

This online course teaches how to make a full e-commerce website with PHP. Participants will build a complete e-commerce store that will communicate with Paypal to send requests...

This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...

This online course gives an introduction to acoustics by using the concept of impedance. The course is designed for students and practicing engineers in acoustics and audio...

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 teaches various methods of building a robust back testing system for trading strategies.

This online course program gives an introduction to business intelligence and its enabling technologies, including relational databases, data warehousing, descriptive...

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

In this course students will use fundamental engineering and mathematical tools to understand and analyze basic bioelectricity and circuit theory in the context of the mammalian...

This course teaches how to build web apps with Ruby on Rails 4, giving learners the skills to use Ruby on Rails to create their own apps.

This series of online courses gives an introduction to Generative Art, i.e. the practice of generative systems (such as computers) applied to creative tasks. The courses include...

This online course helps to learn the fundamentals of Digital Signal Processing from the ground up.

This online course explores topics such as asymptotic notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and...

Diese Vorlesung behandelt die Nichtlineare Kontinuumsmechanik (NLKM). The course language is English after the initial minutes of introduction.

This online lecture series examines classical and modern developments in graph theory and additive combinatorics, with a focus on topics and themes that connect the two...

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