【Continue Here】List of All Concepts in Data Science

btd
17 min readDec 31, 2023

OUTLINE:

I. MATHEMATICS AND STATISTICS:
1. Descriptive Statistics
2. Inferential Statistics
3. Probability Theory
4. Multivariate Statistics
5. Bayesian Statistics

II. STATISTICAL HYPOTHESIS TESTING:
1. Hypothesis Testing Strategies
2. A/B Testing

III. DATA QUALITY AND MANAGEMENT

IV. DATA EXPLORATION

V. DATA CLEANING

VI. DATA TRANSFORMATION & PREPROCESSING:
1…

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