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In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...
Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
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...
Through this course, students will get a solid understanding of the key controversies surrounding the development of international human rights law.
This series of online courses teaches autonomous flight software engineering skills. It includes key aspects of Aerial Robotics as well as Intelligent Air Systems.
In this course, students will learn to interface common sensors and actuators to the DragonBoard™ 410c hardware. They will then develop software to acquire sensory data, process...
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.
This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...
This online course will focus on magnetic resonance imaging, also known as an MRI. In the first part of the course, the dynamic of spins in a magnetic field is described,...
This online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...
This online course program is intended for experienced spacecraft dynamics and GNC engineers and researchers. It includes momentum-based attitude dynamics and control and...
This online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.
This online course is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.
This online course explores algorithmics and graph theory using Python.
In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
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