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Pretraining LLMs
Syllabus
Courses
Course Syllabus
Pretraining LLMs
Introductions
Video
・
6m
Why Pre-training
Video with Code Example
・
12m
Data Preparation
Video with Code Example
・
16m
Packaging Data for Pretraining
Video with Code Example
・
8m
Model Initialization
Video with Code Example
・
16m
Training in Action
Video with Code Example
・
11m
Evaluation
Video with Code Example
・
7m
Conclusion
Video
・
1m
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Pretraining LLMs
Intermediate
1h21m
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Topics
Deep Learning
Evaluation and Monitoring
Fine-Tuning
GenAI Applications
LLMOps
Machine Learning
Mathematical Foundations
Transformers
Collaborator
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