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Mathematical and Statistical Foundations: For the Students of JNTU Hyderabad

Mathematical and Statistical Foundations: For the Students of JNTU Hyderabad

Author : Dr. T.K.V. Iyengar, Dr. M.V.S.S.N. Prasad, S. Ranganatham & Dr. B. Krishna Gandhi

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  • ISBN : 9789358705331
  • Pages : 672
  • Binding : Paperback
  • Language : English
  • Imprint : S Chand Publishing
  • © year : 2024
  • Size : 6.50*9.25

Price : 525.00 420.00

Quantity : - +

This book has been written strictly as per the latest syllabus (R-22) prescribed by Jawaharlal Nehru Technological University, Hyderabad with effect from 2023-24 academic year for B.Tech. Second Year (IIIrd Semester) Computer Science (AI & ML) students. The book comprehensively covers important topics such as GCD and Prime Factorization, Congruences, Correlation, Regression, Random Variables and Probability Distributions, Mathematical Expectation, Discrete Probability Distributions, Continuous Probability Distributions, Fundamental Sampling Distributions, Estimation, Tests of Hypothesis (For Large/Small Samples), Stochastic Processes and Markov Chains etc. The treatment of all topics has been made as simple as possible and in some instances with detailed explanations as the book is meant to be understood with a minimum effort on the part of the reader.

  • Strictly according to the revised syllabus (R22) 2023 - 24 for B.Tech. Second Year (IIIrd Semester) Computer Science (AI & ML) students.
  • More than 500 solved examples aid in ease of understanding of the concepts.
  • Close to 500 chapter-end Questions and Close to 100 Previous-Year GATE questions to enhance the learning quotient.

UNIT - I
1. GCD and Prime Factorization
2. Congruences
 
UNIT - II 
3. Correlation
4. Regression
5. Random Variables and Probability Distributions
6. Mathematical Expectation
7. Discrete Probability Distributions
 
UNIT - III 
8. Continuous Probability Distributions
9. Fundamental Sampling Distributions
 
UNIT - IV 
10. Estimation
11. Tests of Hypothesis (For Large Samples)
12. Tests of Hypothesis (For Small Samples)
 
 
UNIT - V 
13. Stochastic Processes and Markov Chains
 
 ● Statistical Tables

This book has been written strictly as per the latest syllabus (R-22) prescribed by Jawaharlal Nehru Technological University, Hyderabad with effect from 2023-24 academic year for B.Tech. Second Year (IIIrd Semester) Computer Science (AI & ML) students.

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