Table Of Contents

Examples on machine learning

Machine Learning and any data

• PCA (Principal Component Analysis)
  • Download data
  • PCA with scikit-learn
  • PCA with scikit-learn and normalization
  • PCA with statsmodels
  • PCA with statsmodels and normalization
• OnlineNewPopularity (data from UCI)
  • Download data
  • Corr-Pair-Plots and scales
  • Outcome, cleaning scaling
  • learning
  • t-SNE

Machine Learning and images

• Image to features
  • OpenCV

Table Of Contents

• Examples on machine learning
  • Machine Learning and any data
  • Machine Learning and images

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PCA (Principal Component Analysis)