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An epic journey through statistics and machine learning!!!

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Statistics Fundamentals: Population Parameters

July 1, 2019 Josh
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Stochastic Gradient Descent, Clearly Explained!!!

May 13, 2019 Josh
2 Comments

Gradient Boost Part 4: Classification Details!!!

April 22, 2019 Josh
8 Comments

Gradient Boost Part 3: Classification Main Ideas

April 8, 2019 Josh
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Gradient Boost Part 2: Regression Details

April 2, 2019 Josh
2 Comments

Gradient Boost Part 1: Regression Main Ideas

March 25, 2019 Josh
3 Comments

Gradient Descent, Step-by-Step

February 5, 2019 Josh
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Recent Posts

  • How to calculate p-values
  • p-values: What they are and how to interpret them
  • XGBoost Part 4: Crazy Cool Optimizations!!!
  • XGBoost Part 3: Mathematical Details
  • XGBoost Part 2: XGBoost Trees for Classification
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