What is Feature Engineering? Definition | AI Understanding

Incazelo

Ukuklama noma ukuguqula okokufaka okuguquguqukayo ukwenza ukufunda kube lula futhi kuphumelele kakhudlwana.

Imigomo ehlobene

Okuhluka okokufaka okusetshenziswe imodeli ukwenza izibikezelo.

Umsebenzi lapho imodeli yabela okokufaka esigabeni esichazwe ngaphambilini esisodwa noma eziningi.

Prompt Engineering

Ukuklama ukwaziswa kokuthuthukisa ikhwalithi yokuphumayo, ukwethembeka, nokulawulwa.

Intela Yokuqondanisa

Izindleko ezengeziwe ngesikhathi, ukubala, noma isivinini somkhiqizo esidingekayo ukwenza amasistimu aphephe futhi alawuleke kakhudlwana.

Isizinda Sesici

Ukuguqula idatha eluhlaza ibe izici ezifundisayo ezingase zisetshenziswe imodeli.

Isistimu ephethwe yokugcina nokuphakela izici ze-ML eziqinisekisiwe ngokungaguquki ukuze kuqeqeshwe futhi kuqondiswe.

Funda kabanzi kumhlahlandlela wethu wamahhala

Prompt Engineering Linear Probing and Frozen Feature Evaluation Feature Engineering Pipelines and Data Versioning Online and Offline Feature Serving Skew

Bhekafuthi

False Positive Few-Shot Learning False Negative Fine-Tuning Explainability Foundation Model Evaluation Set Function Calling

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