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Implementing a Data Management Strategy: Key Processes, Main Platforms, and Best Practices

Altexsoft

Data integration and interoperability: consolidating data into a single view. Specialist responsible for the area: data architect, data engineer, ETL developer. Extract, Transform, Load, or ETL process batches information and moves it from source systems to a data warehouse. backups to prevent data loss.

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Data Collection for Machine Learning: Steps, Methods, and Best Practices

Altexsoft

Data collection is a methodical practice aimed at acquiring meaningful information to build a consistent and complete dataset for a specific business purpose — such as decision-making, answering research questions, or strategic planning. For this task, you need a dedicated specialist — a data engineer or ETL developer.