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Phase 4 · SQL & Data Engineering Basics

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Web Scraping (BeautifulSoup)

Part of the AI Engineer Roadmap.

Summary

Parsing HTML to extract structured data from websites that don't offer an API — a common way to build custom datasets for niche AI projects.

How to Learn This

  • 1Parse a static HTML page with BeautifulSoup and extract specific elements.
  • 2Learn to use browser dev tools to identify the right selectors.
  • 3Understand the legal and ethical boundaries of scraping before doing it at scale.

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Working with APIs for Data Collection

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Supervised vs Unsupervised Learning

More topics in SQL & Data Engineering Basics

SQL Basics (SELECT, JOIN, GROUP BY)Working with Databases in PythonData Pipelines (Concept)ETL vs ELTBatch vs Streaming DataData Warehouses (Concept)Airflow Basics (Overview)Working with APIs for Data Collection
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