Probability & Statistics for Data Science
by Dr. D.C. Agarwal & Dr. Pradeep K. Joshi
₹440
About this book
Probability & Statistics for Data Science is a comprehensive 500-page textbook for B.Tech AI & Data Science (AI & DS) at RGPV Bhopal covering the complete AD-302 (Sem 3) syllabus. It is also aligned with CS & Data Science (CD-302) at other MP universities.
Topics align directly with the GATE Data Science & AI (GATE DA) exam syllabus, making this one book for both semester preparation and GATE DA / GATE CS readiness. It contains MCQs, HOTS Questions, Objective Questions and fully worked solved examples throughout.
Written by Dr. D.C. Agarwal and Dr. Pradeep K. Joshi for the Indian engineering context — simple English, structured to RGPV exam patterns, and ideal for students who find foreign textbooks dense.
Syllabus coverage
See the full AD302 syllabus →Unit 1 · Data Science & Descriptive Statistics
Central tendency, dispersion, skewness, kurtosis
Unit 2 · Probability Theory
Bayes theorem, conditional probability, moment generating functions
Unit 3 · Theoretical Distributions
Binomial, Poisson, Normal, Rectangular; Curve Fitting
Unit 4 · Correlation & Regression
Rank correlation, partial and multiple correlation
Unit 5 · Hypothesis Testing
t-test, F-test, Chi-square test, Z-test
