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Kundan Kumar

Ph.D. Candidate
Iowa State University
Ames, Iowa, US

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Technical Notes

Welcome to my collection of technical notes and tutorials. Here you’ll find detailed explanations and implementations across various topics in computer science and machine learning.

Reinforcement Learning

  • Theoretical foundations of RL
  • Implementation guides
  • Case studies and applications

Statistics

  • Probability theory
  • Statistical inference
  • Applied statistics in ML

Machine Learning

  • Classical ML algorithms
  • Deep learning
  • Practical implementations