Pre-Learning Self-Assessment

Lesson 1: R installing

Lesson 2: Basic R syntax

Lesson 3: Data type

Lesson 4: Vector 1

Lesson 5: Vector 2

Lesson 6: Control, Functions, Package

Lesson 7: Dataframe (part 1)

Lesson 8: Dataframe (part 2)

Lesson 9: Import Dataset

Lesson 10: Joining Dataframes

Lesson 11: Data Manipulation Toolkit

Lesson 12: Descriptive Statistics and Correlations

Lesson 13: Basic Data Viz

Lesson 14: Descriptive Statistics for Categorical

Lesson 15: Descriptive Statistics for Continuous

Lesson 16: Analysing Relationships

Lesson 17: Hypothesis Testing

Lesson 18: Hypothesis Testing-Chisquare

Lesson 19: Hypothesis Tesing for Numerical Variable

Lesson 20: ANOVA

Lesson 21: SImple Linear Regression

Lesson 22: Model Assumptions

Lesson 23: Multiple Linear Regression

Lesson 24: Model Selection

Lesson 25: MLR in Practice

Post-Learning Self-Assessment