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Bedrock Model Customization
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Module 1
Core AI and Machine Learning Concepts
Machine Learning vs. Traditional Programming
Define Machine Learning (ML) and contrast it with traditional rule-based programming.
2
Understanding Foundation Models in AI
Describe what a 'foundation model' is and explain its role in modern AI applications.
3
Understanding LLMs as Foundation Models
Explain what Large Language Models (LLMs) are as a specific type of foundation model.
4
Understanding Training Data
Define the concept of 'training data' and explain its importance in machine learning.
5
Fine-Tuning Foundation Models
Define model 'fine-tuning' and explain why it is used to adapt pre-trained foundation models for specific tasks.
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