Kickstart your Generative AI journey: master LLM fundamentals and deploy AI solutions on Databricks Lakehouse.
Overview
Embark on a comprehensive learning journey with 'Get Started With Generative AI on Databricks,' designed to equip data professionals with the essential knowledge and practical skills for building and deploying cutting-edge generative AI applications. This curated collection of resources, including on-demand training, detailed eBooks, and practical solution accelerators, guides you through the core concepts of Large Language Models (LLMs), their architecture, and best practices for implementation within the robust Databricks Lakehouse Platform. You'll gain hands-on experience in leveraging tools like Llama 2, integrating vector databases, and understanding the end-to-end MLOps lifecycle for generative AI. Ideal for developers, data scientists, and AI engineers, this path will empower you to transform data into intelligent, generative solutions.
Learning Outcomes
Understand the core concepts and principles of Generative AI and Large Language Models.
Learn how to effectively build, fine-tune, and deploy LLMs using the Databricks Lakehouse Platform.
Explore the role and implementation of vector databases in enhancing generative AI applications.
Acquire practical skills for leveraging open-source models like Llama 2 in real-world scenarios.
Develop strategies for integrating generative AI into existing data and MLOps workflows on Databricks.