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This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.
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...
This online lecture gives an introduction to biomedical signals and their digital analyis. (Note: course website is in German, but lectures + slides in English.)
This course builds on university-level mechanics to introduce and illustrate orbital dynamics as they are applied in the design of space missions. Students will learn from the...
Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...
This online course explores how to measure, manage and analyze customer data to make effective marketing decisions.
This online course explores the more advanced features of Kotlin that are required to build a robust, functional Android app.
This course addresses how firms can most effectively convert inputs into final output and then covers determining the best price-output combination for a firm and how this...
In this course students will learn how to communicate business-relevant implications of data analyses. They will learn how to structure data analysis projects and how to...
The focus of this course is to heighten students’ awareness of workplace communication, and add new interpersonal skills, with the end result of becoming a more competent...
This online course teaches how to setup a Juniper network.
In this course, students will learn to design the computer architecture of complex modern microprocessors.
This online course program gives an introduction to the foundational skills of security engineering within an enterprise setting. It includes topics such as network security,...
This online course series gives an introduction to sustainability in a business environment. It explores how a company or organization impacts the environment, people and...
This online course program gives an introduction to creating web applications using Django. It covers HTML, CSS, SQL, Django, JavaScript, jQuery, and JSON Web Services.
This online course series introduces the vast range of technologies that can be used to build an industrial internet of things deployment. Topics include big data analytics,...
This course teaches how to use the cloud. It also serves as an introduction to building applications for cloud computing based on emerging OpenStack and other platforms.
This series of online courses gives an introduction to time as an element of design. It includes topics such as animated GIFs, Adobe After Effects, and Adobe Photoshop.
This online course program explores the main areas of machine learning: supervised learning, unsupervised learning, deep learning, and reinforcement learning.
This online course gives an introduction to the analysis of data gathered from the Internet of Things (IoT). It shows the analysis of data correlation, patterns, trends, and...
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