advanced-ai-systems-deployment

Explore in-depth topics and key concepts in genai — e.g., Introduction to Reinforcement Learning, Fine-Tuning Models with Custom Datasets, Understanding Policies and Reward Functions.

Topics Covered

Introduction to Reinforcement Learning

Key Concepts: agent, environment, exploration, exploitation

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Fine-Tuning Models with Custom Datasets

Key Concepts: Understanding fine-tuning, Selecting custom datasets, Hyperparameter tuning, Evaluation metrics for fine-tuning

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Understanding Policies and Reward Functions

Key Concepts: policy, reward function, value function

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