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What is Data Extraction? Examples, Tools & Techniques

Knowledge Hut

Whether it's aggregating customer interactions, analyzing historical sales trends, or processing real-time sensor data, data extraction initiates the process. Data extraction vs. data mining Aspect Data Extraction Data Mining Definition The process of retrieving specific, usable data from unstructured or semi-structured sources.

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Data Analytics Projects: 9 Project Ideas for Your Portfolio

Edureka

For this project, you can start with a messy dataset and use tools like Excel, Python, or OpenRefine to clean and pre-process the data. You’ll learn how to use techniques like data wrangling, data cleansing, and data transformation to prepare the data for analysis.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

A related example is when a vendor or insurer wants to know the number of products that will be returned because of failures. This data engineering project uses the following big data stack - Azure Structured Query Language (SQL) Database instance for persistent storage; to store forecasts and historical distribution data.