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Coding tools
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Tutorial topic
Language fundamentals plus applied tracks for data work, APIs, glue code, classical ML, and AI systems.
Syntax through modules — ordered beginner path.
Patterns, typing, pragmatic standard-library depth.
Concurrency orientation, perf, packaging realism.
NumPy, pandas, reproducible notebooks.
HTTP, APIs, framework-backed services.
Scripting infra and glue code.
Model training workflows and evaluation.
LLM apps: APIs, retrieval, observability.
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