Week 12-13: Linear Regression, curve fitting and correlation
Course Material
- Week 1: Introduction Statistics
- Week 2-3: Introduction to set theory and probability
- Week 4: Types of Probability
- Week 5: Independent events and Laws of Probability.
- Week 6: Random variables and Probability Distributions
- Week 7: Discrete Probability Distributions (Binomial distribution)
- Week 8: Bayes' Theorem
- Week 9: Mid Term Exam
- Week 10: Poisson Distribution
- Week 11: Geometric and Negative Binomial Distributions
- Week 12-13: Linear Regression, curve fitting and correlation
- Week 14: Continuous probability distributions (Exponential)
- Week 15-16: Normal Distribution
- Week 17: Hyper-geometric Distribution
- Week 18: Final Term Exam
- Chapters 15
- Department Electrical Engineering
- Teacher
Habiba Mustafa
