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Whenever I learn anything particularly interesting from the field of mathematics, statistics, and data science, I code it out to understand it.

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hamdaankhalid/Math-Data-Science-Stats-Explorations

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Math, Stats, and Data Science Explorations

  • Random Number generator algorithm
  • Approximating Pi
  • Random Permutation Testing
  • Matrix Multiplication (Brute Force & Strassens)
  • Multi Armed Bandit Algorithm (Epsilon Greedy and Thompson Sampling based) Reinforcement Learning.
  • Least squares regression Algorithm from intuition
  • Exact Bayes Classification
  • Naive Bayes Classification
  • Decision Tree Classifier

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Whenever I learn anything particularly interesting from the field of mathematics, statistics, and data science, I code it out to understand it.

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