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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...
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...
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This online course gives an introduction to different aspects of air pollution and health: toxicology, exposure assessment, epidemiology, engineering and health impact assessment.
Diese Online-Lektionen erläutern Grundlagen der Anatomie der oberen Extremität. Zusätzlich zu den kostenlosen Videolektionen sind weitere (kostenpflichtige) Trainings verfügbar.
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
This online course analyzes dyslexia challenges and shows how to strengthen weak dyslexic phonics skills and alternate remediation approaches.
Diese Online-Lektionen erläutern Grundlagen der Anatomie der Rumpfwand. Zusätzlich zu den kostenlosen Videolektionen sind weitere (kostenpflichtige) Trainings verfügbar.
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...
This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...
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...
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