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Asked by Tashiruddin Last Modified
**No, machine learning is not necessary for data analytics, but it can enhance it.**
### Basic Data Analytics
- **Descriptive Analytics:** Summarizes past data (e.g., reports, dashboards).
- **Diagnostic Analytics:** Explains why something happened (e.g., root cause analysis).
### Enhanced with Machine Learning
- **Predictive Analytics:** Uses historical data to predict future outcomes (e.g., forecasting).
- **Prescriptive Analytics:** Suggests actions based on predictions (e.g., optimization).
### Summary:
Basic data analytics focuses on understanding and summarizing data. Machine learning can improve analytics by predicting future trends and prescribing actions, but it’s not always necessary.
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