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XGBoost Part 4: Crazy Cool Optimizations!!!

March 2, 2020

NOTE: This StatQuest was supported by these awesome people who support StatQuest at the Double BAM level:

  • F. Prado
  • N. Fleming
  • D. Sharma
  • S. Cahyawijaya
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XGBoost Part 3: Mathematical Details

February 10, 2020

NOTE: This StatQuest was supported by these awesome people:

  • D. Sharma
  • S. Cahyawijaya
  • F. Prado
  • N. Fleming
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XGBoost Part 2: XGBoost Trees for Classification

January 18, 2020

NOTE: This StatQuest was supported by these awesome people:

  • D. Sharma
  • S. Cahyawijaya
  • F. Prado
  • N. Fleming
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XGBoost Part 1: XGBoost Trees for Regression

December 16, 2019

NOTE: This StatQuest was supported by these awesome people:

  • D. Sharma
  • S. Cahyawijaya
  • K. Eckley
  • N. Fleming
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How to Prune Regression Trees, Clearly Explained!!!

November 25, 2019

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  • S. Cahyawijaya
  • D. Sharma
  • K. Eckley
  • N. Fleming
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SVMs Part 3: The Radial (RBF) Kernel

November 6, 2019

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  • S. Cahyawijaya
  • D. Sharma
  • K. Eckley
  • N. Fleming
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SVMs Part 2: The Polynomial Kernel

November 6, 2019

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  • S. Cahyawijaya
  • D. Sharma
  • K. Eckley
  • N. Fleming
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Support Vector Machines, Clearly Explained!!!

October 8, 2019

NOTE: This StatQuest was supported by:

  • S. Cahyawijaya
  • D. Sharma
  • K. Eckley
  • N. Fleming

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Regression Trees, Clearly Explained!!!

October 8, 2019
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Covariance and Correlation Part 2: Pearson’s Correlation

October 8, 2019
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