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This online course shows how to build deep learning agents with neural networks.

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 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.

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 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...

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

This online course teaches how to use Point Prevalence Surveys (PPS) to measure antibiotic consumption and fight antimicrobial resistance.

Through this course, students will explore how climate change, water availability, and engineering innovation are key challenges for our planet.

This online course bridges the gap between introductory and advanced courses in Python. It includes:Python 3 programming basics (a review)Python tools (e.g., NumPy and SciPy...

In this course, the students will learn to plan and stick to time and cost constraints in order to ensure the success of projects.

In this course, participants will see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. The course will cover Spark's programming...