6  Bayesian Inference

• Bayesian vs. Frequentist Approach: Philosophical differences and their implications in machine learning.
• Bayesian Inference and Prior Distributions: How to update beliefs with evidence, essential in many machine learning models.
• Python Code: Implement simple Bayesian inference examples. Include some aerospace examples.