Day 257: Random Numbers and Statistics

Learning Objectives

• •**Generate random numbers** from uniform, normal, and other distributions
• •**Set seeds for reproducibility** in scientific computations
• •**Compute statistical quantities** (mean, variance, correlation)
• •**Implement Monte Carlo integration** for multidimensional integrals
• •**Sample from custom distributions** using various techniques
• •**Simulate quantum measurements** using random sampling
• •**Apply bootstrap methods** for error estimation

Today's Schedule (7 hours)