General ML Notes

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• Resources: Statquest Videos, Cornell (CS4780)
• Topics Covered:
  • Statistics
  • Decision Trees
  • Gradient Boosting
  • XGBoost
  • Clustering
  • SVMs
  • Dimensionality Reduction
  • Regression
  • Neural Networks