בקורס הזה נציג את הארכיטקטורה של טרנספורמרים ואת המודל של ייצוגים דו-כיווניים של מקודד מטרנספורמרים (BERT). תלמדו על החלקים השונים בארכיטקטורת הטרנספורמר, כמו מנגנון תשומת הלב, ועל התפקיד שלו בבניית מודל BERT. תלמדו גם על המשימות השונות שאפשר להשתמש ב-BERT כדי לבצע אותן, כמו סיווג טקסטים, מענה על שאלות והֶקֵּשׁ משפה טבעית. נדרשות כ-45 דקות כדי להשלים את הקורס הזה.
Transformer Models and BERT Model - בעברית
Gain insight into a topic and learn the fundamentals.
Advanced level
Designed for those already in the industry
1 hour to complete
Flexible schedule
Learn at your own pace
What you'll learn
להבין את העקרונות המרכזיים של ארכיטקטורה של טרנספורמרים
ללמוד איך לבנות מודל BERT באמצעות טרנספורמרים
להשתמש במודל BERT כדי לפתור משימות שונות של עיבוד שפה טבעית (NLP)
Details to know
Shareable certificate
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Assessments
1 assignment
Taught in English
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There is 1 module in this course
ביחידת הלימוד הזו תלמדו על החלקים השונים בארכיטקטורת הטרנספורמר, כמו מנגנון תשומת הלב, ועל התפקיד שלו בבניית מודל BERT. תלמדו גם על המשימות השונות שאפשר להשתמש ב-BERT כדי לבצע אותן, כמו סיווג טקסטים, מענה על שאלות והֶקֵּשׁ משפה טבעית.
What's included
2 videos1 reading1 assignment
Instructor
Offered by
Recommended if you're interested in Software Development
Google Cloud
Hebrew University of Jerusalem
Google Cloud
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