Master Large Language Model Operations

Lo que aprenderás

• Gain a solid understanding of generative AI models, their capabilities, and how to provide effective prompts for optimal outputs.
• Master Azure AI services, learn to manage GPU quotas, deploy LLMs, leverage Azure Machine Learning, and utilize Azure OpenAI Service.
• Deploy and manage LLMs on AWS, optimize cost and performance, monitor metrics, build secure pipelines, and comply with regulations.
• Leverage open-source LLMs like LLaMA and Mistral, fine-tune models on custom datasets, and containerize for efficient deployment.
• Scale data engineering systems using Celery, RabbitMQ, Airflow, and graph databases, optimizing performance for large, complex datasets.