Statistical mechanics and probability theory form a cornerstone of modern physics and applied mathematics by linking microscopic interactions with macroscopic phenomena. This interdisciplinary field ...

Covers discrete and continuous probability laws, random variables; expectations; laws of large numbers and central limit theorem; estimation, testing hypothesis, analysis of variance, regression ...

Introduces exploratory data analysis, probability theory, statistical inference, and data modeling. Topics include discrete and continuous probability distributions, expectation, laws of large numbers ...