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Data science in practice
Data Science in Practice or Neurophysiological Data
Tutorials
s00: Introduction
s01: Python
s01: Python Basics
s01: Jupyter Notebooks
s01: NumPy
s01: Plotting
s01: Pandas
s02: Data Analysis
s02: Data Cleaning
s03: Distributions
s03: Testing Distributions
s04: Statistical Comparisons
s05.1: Clustering
s05.2: Classification
s05.3: Dimensionality Reduction
s06: EEG magic
Appendix: Exercise overview
Appendix: Python Packages
Appendix: Version Control
Appendix: Data Wrangling
Appendix: Adventcalender solutions
Appendix: Linear Models
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