AI Lesson & Submodule
Python typing and validation
Type hints, dataclasses, Pydantic basics, and function contracts.
Why This Matters
Dynamic Python code is prone to runtime type errors. Static typing and Pydantic schemas enforce database and API safety.
What You Will Learn
- •Writing type hints (List, Dict, Union, Optional)
- •Defining structured dataclasses
- •Creating Pydantic validation schemas
- •Enforcing strict function contracts
Concepts Covered
Type HintsDataclassesPydantic SchemaValidation Gate
Mapped Foundation Project: FastAPI ML Inference Starter
Build a microservice displaying model predictions, validating inputs with Pydantic.
Architecture Preview
System flow diagrams outlining client nodes, processing engines, and backing databases for FastAPI ML Inference Starter.
Client WorkspaceInference GatewayFastAPI ML Inference Starter Logic Engine
Tech Stack Planned
PythonFastAPIPydantic
GitHub: Coming SoonLive Demo: Coming Soon
Coming SoonTechnical Interview Value
- ?Enforce runtime type-safety on JSON requests using Pydantic