لخّصلي

Meaning of Synthesis Synthesis means combining different elements to form a new, unified whole.In the context of data, synthesis refers to integrating or merging multiple datasets to generate new insights, patterns, or conclusions.3- Data Integration - Merge or join datasets based on common attributes (e.g., using SQL joins, data fusion techniques, or APIs).1- Data Collection - Gather relevant datasets from different sources.

Meaning of Synthesis
Synthesis means combining different elements to form a new, unified whole. In the context of data, synthesis refers to integrating or merging multiple datasets to generate new insights, patterns, or conclusions.

How to Perform Data Synthesis?
1- Data Collection – Gather relevant datasets from different sources.
2- Data Cleaning & Preprocessing – Ensure consistency by removing duplicates, handling missing values, and standardizing formats.
3- Data Integration – Merge or join datasets based on common attributes (e.g., using SQL joins, data fusion techniques, or APIs).
4- Feature Engineering – Create new variables or features based on existing data to enhance analysis.
5- Analysis & Modeling – Use statistical or machine learning techniques to generate insights from the synthesized data.
6- Visualization & Interpretation – Represent the synthesized data through graphs, dashboards, or reports to derive actionable conclusions.