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Microsoft

Real Life Applications of Data Engineer Skills

Microsoft via edX

Overview

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Real Life Applications of Data Engineer Skills is a foundational course designed to help learners understand how data engineering concepts are applied in real business environments. Rather than focusing on tools or implementation, the course emphasizes conceptual reasoning, business context, and clear communication—the core skills required to work effectively with data in modern organizations. Learners explore how real-world business problems translate into data requirements, why data quality matters, how data workflows (ETL/ELT) are designed at a high level, and how structured data enables reliable analysis and reporting.

Syllabus

  • Evaluate business problems to identify data requirements.
  • Differentiate high-quality versus low-quality data impact.
  • Outline conceptual sequences of ETL and ELT.
  • Explain how structured schemas support reliable reporting.

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