Introduction to Probability & Statistics | B.Tech AIML & CS/DS RGPV (AL-302 / CD-302) | Covers GATE DA Syllabus | MCQs, HOTS & Solved Examples | Shree Sai Prakashan

Publisher: Shree Sai Prakashan | Authors: Dr. D.C. Agarwal & Dr. Pradeep K. Joshi

Introduction to Probability & Statistics is a comprehensive 532-page textbook covering the complete RGPV syllabus for B.Tech AI & Machine Learning (AL-302, Sem 3) AND B.Tech Computer Science & Data Science (CD-302). Students from both branches can use this single book.

Covers 6 units: Basic Probability (probability spaces, conditional probability, discrete random variables, multinomial & Poisson distributions, Bernoulli trials, Chebyshev's Inequality) — Continuous Probability Distributions (normal, exponential, gamma densities) — Bivariate Distributions (conditional densities, Bayes rule) — Basic Statistics (central tendency, Skewness, Kurtosis, Binomial/Poisson/Normal, Correlation & Regression) — Applied Statistics (Curve Fitting by Least Squares, large sample significance tests) — Small Samples (t-test, Chi-square, correlation coefficient tests).

Topics align with the GATE Data Science & AI (GATE DA) and GATE CS exam syllabus. Contains MCQs, HOTS Questions, Objective Questions, and fully worked solved examples.