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Department of Department of Basic Sciences \ Scientific

Probability and Statistics

Syllabus

Chapter

Topic

Link

1)      Descriptive Statistical Measures

 

Mean, Median, Mode

Quartiles and Percentiles

https://www.youtube.com/watch?v=k3aKKasOmIw

 

https://www.youtube.com/watch?v=Snf6Wpn-L4c

2)      Counting Techniques

Permutations and Combinations

https://www.youtube.com/watch?v=XJnIdRXUi7A

3)      Probability Axioms

Laws of Probability

https://www.youtube.com/watch?v=94AmzeR9n2w

4)      Discrete random variables

Probability density functions

https://www.youtube.com/watch?v=bgvv7rynbGk

5)      Binomial, Poisson, Geometric distributions

Pdf, E(X), Var(X)

https://www.youtube.com/watch?v=3PWKQiLK41M

6)      Continuous random variables

Probability density functions

https://www.youtube.com/watch?v=uGJE4AtW3IQ

7)      Normal, Students t, Chi-square

Z-score tables

https://www.youtube.com/watch?v=2tuBREK_mgE

8)      Correlation coefficients

Spearman's correlation coefficient

https://www.youtube.com/watch?v=JwNwbu-g2m0


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