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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.
Diese Online-Vorlesungsserie enthält eine Einführung in Theorie und Praxis der Programmierung von Software am Beispiel der Programmiersprachen Java und Prolog (Teil 2).
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 lecture series gives an introduction to design thinking. The main focus of the lectures is the theoretical background of design thinking, including the relevant...
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...
In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...
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...
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...
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 video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.
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 course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...
In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...
This course is an introduction to dynamical modeling techniques used in contemporary Systems Biology research.
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