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This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...
This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.
This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...
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 online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class 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.
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 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 online lecture discusses aspects of Decays in Quantum Field Theory.
This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
This online course explores how to assess global market opportunities and challenges while developing successful global marketing strategies.
This online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.
This online course focuses on the principles and interventions for responding to pediatric basic life support emergencies.
This online course (MOOC) explores various online marketing opportunities and how to use the Internet, social media, and digital analytics to successfully market a business.
This course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
This course covers lesson planning and assessing with the ELL in mind as well as engaging the ELL student and their families in the school and community.
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...
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