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Project Python for Java Developers: From Streams to Tensors

Part 10: "Into the Deep End" — PyTorch, Concurrency and the AI Toolkit

Tensors, autograd and a hand-written PyTorch training loop. Then the questions a Java architect asks: the GIL, threads vs processes, asyncio for fanning out LLM calls, embeddings and semantic search, validated structured output, and how Python models reach JVM services.

© 2026 Titas Biswas

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