# Experiment Tracking Mimarisi: Weights&Biases + Hydra + DVC — Sweep'in Mühendisliği

> Source: https://sukruyusufkaya.com/learn/fine-tuning-cookbook/ftc-experiment-tracking-wandb-hydra-dvc-sweep
> Updated: 2026-08-18T23:11:22.223Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part 0 — Engineering Foundations
**TLDR:** ML deneylerini disipline almak: Hydra ile config-driven runs, W&B ile sweep + system metrics + offline mode, DVC ile dataset/checkpoint versioning, alias/lineage tracking. Cookbook'un 'rapor edilebilir Lab' standardı: hangi run hangi commit hash + dataset hash + W&B run ID + checkpoint sha?