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In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.
This online course explores how to build and run applications in the AWS Cloud. The course is designed for software developers with approximately 1-3 years of experience.
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...
The objective of this course is to provide the basic concepts and algorithms required to develop mobile robots that act autonomously in complex environments. The main emphasis...
Take an exciting crash course in MATLAB and Octave programming. Both languages allow users to experiment with advanced mathematical functions and produce exciting matrix...
This course presents the fundamental probability and statistical concepts used in elementary data analysis.
This online course explores the detection and mitigation of threats and attack vectors and how to protect data and information.
This course will introduce various interactive tools developed in computer graphics research field with their design rationales and algorithms. Examples include enhancements to...
This online course teaches about the fundamentals of programming and computers.
This course teaches students to think offline-first. This means that they have to make their applications perform their best in all scenarios, not just ideal ones.
This online course prepares participants for the CCNA Security 2017 210-260 exam.
This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...
This online course teaches how to think algorithmically and solve problems efficiently.
This online course program teaches the basics of digital marketing. The program aims to cover all key aspects of modern digital marketing techniques, such as content marketing,...
This course provides the foundation needed for a career in database development, data warehousing, or business intelligence, as well as for the entire Data Warehousing for...
This online course series teaches cybersecurity workforce entry level skills for beginners.
This online course teaches how to edit an entire video from beginning to end using Adobe Premiere Pro.
This online course shows how to edit, add sound, titles, effects and transitions to a project with Final Cut Pro X.
This online course explores programming language compilers. It includes aspects such as lexical analysis, parsing, syntax-directed translation, abstract syntax trees, types and...
This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.
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