Disclaimer

Smart AI Code Playground exists to help you practise SQL, Python, Java, PySpark, C/C++ and GCP data engineering. It is not a production database engine, not a compiler, not a certified assessment platform, and not a substitute for professional training or for legal, financial or engineering advice.

Questions, grading, hints, theory, worked examples and interview feedback are produced by large language models. They can be incomplete, outdated or simply wrong. Verify anything important against official documentation, and never run generated code against production systems without review.

Scores, pass marks and readiness signals are learning aids, not credentials. They do not represent an employer's assessment and carry no certification value.

Using this app does not guarantee passing any interview, exam or certification, and no employment outcome is promised or implied.

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