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In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...
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 covers the fundamentals of iOS application development in the Swift programming language. Students will learn to use development tools such as XCode, design...
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...
Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...
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...
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 advanced-level online lecture series provides an overview of the Geometric Anatomy of Theoretical Physics.The aim of the course is to provide proper mathematical language...
The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
Diese Online-Vorlesung behandelt fortgeschrittene Themen der Quantenfeldtheorie und Quantenchromodynamik.
Diese Online-Vorlesung behandelt verschiedene Aspekte der Transporttheorie (Unterrichtssprache ist Englisch).
Die Serie von Online-Vorlesungen erläutert den Linearbeschleuniger. Hierzu werden verschiedene Aspekte und Eigenschaften moderner Linacs (linear accelerators) betrachtet. Folien...
Die Vorlesung beschäftigt sich mit der statistischen Physik und Thermodynamik.
Diese Online-Vorlesung erläutert sehr umfassende Details zur Entwicklung des Universums. Enthalten sind u.a. die Geschichte und Inflation des Universums seit dem Urknall,...
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