このページはお客様の言語に翻訳されていません。 翻訳のリクエスト

Best practices by ML lifecycle phase

There are six phases in the machine learning lifecycle and within each there are six pillars of the Well-Architected Framework. The following index lists the best practices by lifecycle phase.

Business goal identification phase

Operational excellence pillar

Security pillar

Reliability pillar

There are no reliability pillar best practices for business goal identification.

Performance efficiency pillar

Cost optimization pillar

Sustainability pillar

ML problem framing phase

Operational excellence pillar

Security pillar

Reliability pillar

Performance efficiency pillar

Cost optimization pillar

Sustainability pillar

Data processing phase

Operational excellence pillar

Security pillar

Reliability pillar

Performance efficiency pillar

Cost optimization pillar

Sustainability pillar

Model development phase

Operational excellence pillar

Security pillar

Reliability pillar

Performance efficiency pillar

Cost optimization pillar

Sustainability pillar

Model deployment phase

Operational excellence pillar

Security pillar

Reliability pillar

Performance efficiency pillar

Cost optimization pillar

Sustainability pillar

Model monitoring phase

Operational excellence pillar

Security pillar

Reliability pillar

Performance efficiency pillar

Cost optimization pillar

Sustainability pillar