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[28] Data Centric AI עם סיגל שקד

EPISODE · Dec 6, 2022 · 20 MIN

[28] Data Centric AI עם סיגל שקד

from ExplAInable · host Tamir Nave, Mike Erlihson, Uri Goren, Hila Paz Herszfang

נראה שעולם המודלים הגיעה לבשלות, לא פעם יוצא לנסות כמה מודלים שונים ולהגיע לאותן מטריקות.הטרנד שלdata centric aiשמוביל Andrew Ngדוגל בגישה שהפוקוס צריך לעבור לבחירה נכונה של הדאטא, ויצירה חכמה של דאטא סינטתי יותר מאשר אופטימיזציה של מודלים.סיגל שקד תספר לנו על הגישה החדשה וההבדלי מונחים אל מול גישות קלאסיות שלresampling / augmentationקישורים רלוונטים:imbalanced-learnTGANCTGANTABDDPMSDVCommercial: gretel, datomize

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[28] Data Centric AI עם סיגל שקד

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