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Data Science
0 Organizational Matters
Keys to slides
Input slides that should be fully understood in order to follow all other slides
Background and motivational Slides which go beyond the syllabus but are quite exciting in practice
Practical tasks for single person working
Practical tasks for groups
Time indication for practical tasks
Recommended Books
Alvin C. Rencher - Linear models in statistics
Trevor Hastie et al. - An Introduction to Statistical Learning
Trevor Hastie et al. - The Elements of Statistical Learning
Aurélien Géron - Hands-On Machine Learning with Scikit-Learn and TensorFlow
Machine Learning with R, the tidyverse, and mlr
Tom M. Mitchell - Machine Learning