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ML Development Process from a Realistic Perspective

ML Development Process from a Realistic Perspective

Update: 2025-07-15
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איך באמת נראה פיתוח של מערכת משין לרנינג בפרודקשן – בלי הפילטרים?
שני כהן (Senior ML Engineer, Tikal) מארחת את ברק עמר (Principal Engineer, Treeverse) לשיחה על הפער בין הדיאגרמות היפות למציאות היומיומית: חיכוכים בין צוותים, גבולות אחריות לא ברורים, ואתגרים כמו Data Versioning ו-Observability – וגם כלים שיכולים לעזור בדרך.
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ML Development Process from a Realistic Perspective

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