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Course10510515028 lectures

Probability Methods in Civil Engineering

Prof. Rajib Maity · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

WEEK 1

  1. Lecture - 1: Random Events and Probability Concept Video
  2. Lecture - 2: Set Theory and Set Operations Video

WEEK 2

  1. Lecture 3: Axioms of Probability Video
  2. Lecture 4: Probability of Events Video

WEEK 3

  1. Lec-05 Concept and definition of Random variables Video
  2. Lec-06:Probability distribution of random variables Video

WEEK 4

  1. Lecture 7: CDF and Descriptors of Random Variables Video
  2. Lecture 8: Further Descriptors of Random Variables Video

WEEK 5

  1. Lecture 9 : Discrete Probability Distribution Video
  2. Lecture 10: Probability Distribution of Continuous RVs Video

WEEK 6

  1. Lecture 11: Probability Distribution of Continuous RVs (Contd...1) Video
  2. Lecture 12: Probability Distribution of Continuous RVs (Contd...2) Video

WEEK 7

  1. Lecture 13: Functions of Single Random Variables Video
  2. Lecture 14: Functions of Different Variables - Different Methods Video
  3. Lecture 15 : Functions of Random Variables : Different Methods (Contd.) Video

WEEK 8

  1. Lecture 16 : Probability Models using Normal Distribution Video
  2. Lecture 17 : Probability Models using Log Normal and Exponential Distribution Video

WEEK 9

  1. Lecture 18 : Probability Models using Gamma and Extreme Value Distribution Video
  2. Lecture 19 : Probability Models using Discrete Probability Distributions Video

WEEK 10

  1. Lecture 20 : Sampling Distribution and Parameter Estimation Video
  2. Lecture 21 : Sampling Distribution and Parameter Estimation (Contd.) Video

WEEK 11

  1. Lecture 22: Hypothesis Testing Video
  2. Lecture 23: Goodness of Fit-Tests Video

WEEK 12

  1. Lecture 24 : Regression Analyses and Correlation Video
  2. Lecture 25 : Regression Analyses and Correlation (Contd.) Video

Live Session

  1. Live Session 23-02-2022 Video
  2. Live Session 16-03-2022 Video
  3. Live Session 04-12-2022 Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Civil Engineering
Teacher
Prof. Rajib Maity
Level
Undergraduate
Language
English
Subjects
Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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