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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...
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...
This online course (MOOC) teaches how to program specific orientation and achieve precise aiming goals for spacecraft moving through three dimensional space.
This online course program is intended for experienced spacecraft dynamics and GNC engineers and researchers. It includes momentum-based attitude dynamics and control and...
In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...
This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
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 online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...
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.
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
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 MOOC gives an introduction to Python and includes data analysis techniques.
In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...
This online course gives an introduction to quantum mechanics. The course was designed for learners with mechanical or aerospace engineering backgrounds.
The Systems Biology and Biotechnology Specialization covers the concepts and methodologies used in systems-level analysis of biomedical systems. This course will focus on...
This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...
This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...
In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...
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