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MLOps의 모든 것을 다루는 완전 가이드. ML 파이프라인 설계, 실험 추적(MLflow, W&B), 모델 레지스트리, CI/CD, 모델 서빙, 모니터링까지 실전 예제로 마스터합니다.
Wandb
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Weights & Biases(W&B)를 활용한 ML 실험 관리 실전 가이드. 실험 추적, Sweeps 하이퍼파라미터 튜닝, Artifacts 버전 관리, Model Registry, 팀 협업 기능까지 MLflow 비교와 함께 코드 예제로 다룹니다.