Introduction to Probability & Statistics
by Dr. D.C. Agarwal & Dr. Pradeep K. Joshi
₹440
About this book
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.
Topics align with the GATE Data Science & AI (GATE DA) and GATE CS exam syllabus. It contains MCQs, HOTS Questions, Objective Questions and fully worked solved examples — matching every question format in RGPV internal and external exams.
Authored by Dr. D.C. Agarwal and Dr. Pradeep K. Joshi, structured for Indian university exam patterns and written in accessible English for students from any board background.
Syllabus coverage
See the full AL302 / CD302 syllabus →Unit 1 · Basic Probability
Probability spaces, conditional probability, Bernoulli trials, Chebyshev’s Inequality
Unit 2 · Continuous Distributions
Normal, exponential and gamma densities
Unit 3 · Bivariate Distributions
Conditional densities, distribution of sums, Bayes rule
Unit 4 · Basic Statistics
Central tendency, skewness, kurtosis, correlation & regression
Unit 5 · Applied Statistics
Curve fitting by least squares, large sample significance tests
Unit 6 · Small Samples
t-test, Chi-square, correlation coefficient tests
