Probability Methods in Civil Engineering free videos and free material uploaded by Indian Institute of Technology, Kharagpur (IIT Kharagpur). This session contains about Probability Methods in Civil Engineering Updated syllabus , Lecture notes , videos , MCQ , Privious Question papers and Toppers Training Provided Training of this course. If Material not uploaded check another subject
Week 1: Random events, Probability, Set Theory, Assignment
Week 2:Axioms of Probability, Assignment
Week 3:Random Variables, Probability Distribution Functions
Week 4:Cumulative Distribution Functions, Descriptors of random variables, Assignment
Week 5:Probability Distribution of discrete and continuous random variables, Assignment
Week 6:Probability Distribution of continuous random variables, Assignment
Week 7:Functions of Random Variables, Assignment
Week 8:Common Probability Models, Normal, Log Normal and exponential distributions
Week 9:Gamma and Extreme value distributions, Assignment
Week 10:Sampling distribution, Parameter Estimation, Assignment
Week 11:Hypothesis testing, Goodness-of-fit tests, Assignment
Week 12:Regression Analysis, Assignment
ABOUT THE COURSE:Concept of probability and statistics is very important to solve various civil engineering problems. In this course, basic probability concept and different probabilistic models will be discussed. Concept and definition of random variables and different functions of random variables will be covered in the initial part of the course. Afterwards, focus is given to commonly used probability distribution functions in civil engineering. Discussions on statistics and sampling are presented towards the last part of the course. In this part, goodness of fit tests, regression and correlation analyses, estimation of distribution parameters from statistics, hypothesis testing and their significance will be discussed. Each topic is discussed with reference to different application problems and their solutions in different fields of civil engineering, such as Structural Engineering, Transportation Engineering, Water Resources and Environmental Engineering, Geotechnical Engineering etc.INTENDED AUDIENCE:Core Course and students of BE/ME/MS/MSc/PhD.PREREQUISITES:Basic Knowledge of Probability and StatisticsINDUSTRY SUPPORT: Nil
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