Business Intelligence (BI)

1. Foundational Knowledge of Statistical Concepts and Relationships

2. Machine Learning

3. CRoss-Industry Standard Process for Data Mining (CRISP-DM)

4. K-Nearest Neighbors (KNN)

- Confusion Matrix

5. Decision Trees

- Mind Map

- Entropy

- Information Gain

6. K-Means

7. Outliers

8. Association Rules Mining

9. Regression

10. Data Warehouse

11. Big Data

12. Trending Topics

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