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How to improve SQL learning in education and training?

2025-08-28 1.3 K

Teaching pain point

SQL syntax is abstract and difficult to understand, and students are often confused by concepts such as table joins and aggregate functions.

Teaching program

Take advantage of the unique benefits of OpenSearch-SQL:

  • Instant Feedback: Enter "Find the average score of each subject" to get the corresponding SQL.
  • mind visualization: Demonstrate the query logic derivation process through the CoT function
  • bug fix: Alignment feature automatically corrects common student errors
    • Missing WHERE conditions
    • Wrong JOIN operation

Implementation of recommendations

  1. Replacing the default bird_dev.json with the education dataset
  2. Designing simple-to-difficult questions.json question sequences
  3. Guide students to compare and contrast the differences between natural language and generated SQL
  4. Encourage students to modify the generated SQL and observe the change in results

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