Probability Handbook & Formula Sheets

A collection of concise formula sheets and a practical handbook for probability, Poisson processes, and Markov chains. Designed to be informal, quick-to-read, and focused on practical application.

Contents

• Formula-Sheet-0.pdf: Math, integration formulas, Differentiation formulas and Random Variable transformations.
• Formula-Sheet-1.pdf: Counting, set theory, discrete and continuous distributions properties, joint distributions, LLN and CLT
• Formula-Sheet-2.pdf: Important distributions
• Formula-Sheet-3.pdf: Markov Chains and Poisson Processes
• Practical_guide_to_P4DS.pdf: A handbook offering a quick introduction and practical insights into Probability for Data Science.