- Introduction: Basic Syntax, Data Type, and Variable (S1)
- Conditions, Control Flow & Looping (S1)
- Function, Basic Module, and Package (S2)
- Numpy (S2)
- Pandas Introduction (S3)
- Data Cleaning with Pandas (S3)
- Basic Visualization (S4)
- Advanced Visualization (S4)
- Descriptive Statistics (S5)
- Descriptive Statistics: Correlation & Z Score (S10)
- Inferential Statistics (S11)
- Regression Models (S12)
- Classification 1 (S13)
- Classification 2 (S14)
- Unsupervised (S15)
- Final Projects
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