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Python
Python is a versatile high-level language known for its clear readability. It has become the absolute standard in data engineering, machine learning, and artificial intelligence.
Core Concept
Batteries-included philosophy: Python ships with a standard library for almost everything. Its enormous prevalence in academia means that new AI models almost always appear first for Python.
Assessment
- Use case: Data processing, automation scripts, AI agents, and web backends (via Django/FastAPI).
- Advantage: Extremely high developer productivity and the most powerful ecosystem for data applications (Pandas, PyTorch, LangChain).
- Limitation: Execution speed is significantly lower than Go or Rust (often compensated by C extensions).