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STATISTICS & NUMERICAL METHODS

Description

  • This course aims at providing the necessary basic concepts of a few statistical and numerical methods and give procedures for solving numerically different kinds of problems occurring in engineering and technology.
  • To acquaint the knowledge of testing of hypothesis for small and large samples which plays an important role in real life problems.
  • To introduce the basic concepts of solving algebraic and transcendental equations.
  • To introduce the numerical techniques of interpolation in various intervals and numerical techniques of differentiation and integration which plays an important role in engineering and technology disciplines.
  • To acquaint the knowledge of various techniques and methods of solving ordinary differential equations.

What Will I Learn?

  • Apply the concept of testing of hypothesis for small and large samples in real life problems.
  • Apply the basic concepts of classifications of design of experiments in the field of agriculture.
  • Appreciate the numerical techniques of interpolation in various intervals and apply the numerical techniques of differentiation and integration for engineering problems.
  • Understand the knowledge of various techniques and methods for solving first and second order ordinary differential equations.
  • Solve the partial and ordinary differential equations with initial and boundary conditions by using certain techniques with engineering applications

Topics for this course

5 Lessons50h

STATISTICS AND NUMERICAL METHODS?

TESTING OF HYPOTHESIS , DESIGN OF EXPERIMENTS , SOLUTION OF EQUATIONS AND EIGENVALUE PROBLEMS ,INTERPOLATION, NUMERICAL DIFFERENTIATION AND NUMERICAL INTEGRATION , NUMERICAL SOLUTION OF ORDINARY DIFFERENTIAL EQUATIONS
Lesson 1-TESTING OF HYPOTHESIS
Lesson 2-DESIGN OF EXPERIMENTS
Lesson 3-SOLUTION OF EQUATIONS AND EIGENVALUE PROBLEMS
Lesson 4-INTERPOLATION, NUMERICAL DIFFERENTIATION AND NUMERICAL INTEGRATION
Lesson 5-NUMERICAL SOLUTION OF ORDINARY DIFFERENTIAL EQUATIONS

About the instructor

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518 Courses

3 students

Free

Material Includes

  • Grewal. B.S. and Grewal. J.S., “Numerical Methods in Engineering and Science ", 10th Edition, Khanna Publishers, New Delhi, 2015.
  • Johnson, R.A., Miller, I and Freund J., “Miller and Freund’s Probability and Statistics for Engineers", Pearson Education, Asia, 8th Edition, 2015.

Requirements

  • B.E/Diploma Students can purse this courses

Target Audience

  • All Engineering Students can Participate