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machine_learning

Produce notebooks on the following techniques:

Supervised:

  • Multivariate regression
    • Dealing with non-linearity
    • Time series
    • Logistic regression
  • Classification
    • SVM
    • Naive Bayes
  • Decision Trees
  • Random Forests

Unsupervised:

  • Principled Component Analysis
  • KMeans Clustering

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