List of all course content

All course content

Lesson 1 (10-Sep-2024)

Lecture slides
- Lecture 1 Introduction To BIO210
- Lecture 2 Data Presentation
Homework assignment
- None
Extra reading material
- None

Lesson 2 (13-Sep-2024)

Lecture slides
- Lecture 3 Numerical Measures
- Lecture 4 Probability Axioms
Homework assignment
- Assignment 1
Extra reading material
- None

Lesson 3 (20-Sep-2024)

Lecture slides
- Lecture 5 Conditional Probability
- Lecture 6 The Bayes Theorem
Homework assignment
- None
Extra reading material
- The Pedigree Analysis

Lesson 4 (24-Sep-2024)

Lecture slides
- Lecture 7 More On The Bayes’ Theorem
- Lecture 8 Independent Events
Homework assignment
- Assignment 2
Extra reading material
- None

Lesson 5 (27-Sep-2024)

Lecture slides
- Lecture 9 Counting
- Lecture 10 Random Variable, PMF, Expectation & Variance
Homework assignment
- None
Extra reading material
- Various Proofs About RV

Lesson 6 (29-Sep-2024)

Lecture slides
- Lecture 11 Discrete Probability Distributions
- Lecture 12 Continuous Probability Distributions
Homework assignment
- None
Extra reading material
- Mean & Variance of Binomial & Poisson

Lesson 7 (08-Oct-2024)

Lecture slides
- Lecture 13 Normal Distribution
- Lecture 14 Population And Sample
Homework assignment
- Assignment 3
Extra reading material
- Useful Properties of A Normal Random Variable
- Calculate Probabilities Using Excel

Lesson 8 (11-Oct-2024)

Lecture slides
- Lecture 15 Sampling Distribution And The CLT
- Lecture 16 Sampling Distribution of The Sample Variance
Homework assignment
- None
Extra reading material
- None

Lesson 9 (18-Oct-2024)

Lecture slides
- Lecture 17 Maximum Likelihood Estimation
- Lecture 18 The Error Curve Derived By MLE
Homework assignment
- Assignment 4
Extra reading material
- MLE For Variance

Lesson 10 (22-Oct-2024)

Lecture slides
- Lecture 19 Confidence Interval For The Mean
- Lecture 20 Confidence Interval For The Variance
Homework assignment
- None
Extra reading material
- The Student’s t Distribution
- Calculating Probabilities Using R

Lesson 11 (25-OCT-2024)

Lecture slides
- Lecture 21 Normal Approximation To Binomial Distribution & Sampling Distribution of The Sample Proportion
- Lecture 22 Confidence Interval For The Proportion
Homework assignment
- None
Extra reading material
- None

Lesson 12 (1-Nov-2024)

Lecture slides
- Lecture 23 Introduction To Hypothesis Testing
- Lecture 24 Hypothesis Testing Terms
Homework assignment
- Assignment 5
Extra reading material
- None

Lesson 13 (05-Nov-2024)

Lecture slides
- Lecture 25 More On Hypothesis Testing
- Lecture 26 Error Power And Sample Size Estimation
Homework assignment
- None
Extra reading material
- None

Lesson 14 (22-Nov-2024)

Lecture slides
- Lecture 27 Compare Two Populations - Proportion
- Lecture 28 Compare Two Populations - Mean
Homework assignment
- Assignment 6
Extra reading material
- The Distribution of The Test Statistics

Lesson 15 (29-Nov-2024)

Lecture slides
- Lecture 29 Compare Two Population Variances
- Lecture 30 The Behaviour of The p-value
Homework assignment
- None
Extra reading material
- The Quotient of Two Independent Random Variables

Lesson 16 (03-Dec-2024)

Lecture slides
- Lecture 31 Analysis of Variance (ANOVA)
- Lecture 32 Post hoc Multiple Comparisons
Homework assignment
- None
Extra reading material
- Theoretical Proofs Related To ANOVA
- F-tests vs t-tests

Lesson 17 (06-Dec-2024)

Lecture slides
- Lecture 33 One-way ANOVA Examples
- Lecture 34 Chi-squared Tests For Categorical Data
Homework assignment
- Assignment 7
Extra reading material
- None

Lesson 18 (13-Dec-2024)

Lecture slides
- Lecture 35 Chi-squared Test For Association And Odds Ratio
- Lecture 36 Exploring Bivariate Data Using Correlation
Homework assignment
- None
Extra reading material
- None