Probability & Statistics for Data Science | B.Tech AI & Data Science RGPV (AD-302) | Also Covers CS & DS (CD-302) | Useful for GATE DA & GATE CS | MCQs, HOTS & Solved Examples

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

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. Also aligned with CS & Data Science (CD-302) at other MP universities.

Covers 5 units: Data Science Introduction & Descriptive Statistics (central tendency, dispersion, skewness, kurtosis) — Probability Theory (Bayes theorem, conditional probability, moment generating functions) — Theoretical Distributions (Binomial, Poisson, Normal, Rectangular) & Curve Fitting — Correlation & Regression (rank correlation, partial and multiple correlation) — Hypothesis Testing (t-test, F-test, Chi-square test, Z-test).

Topics align directly with the GATE Data Science & AI (GATE DA) exam syllabus. One book for semester preparation and GATE DA / GATE CS readiness. Contains MCQs, HOTS Questions, Objective Questions, and fully worked solved examples.