Google 5-Day Gen AI Intensive
Notes from the intensive course on GenAI
This is the notes from Google’s 5 day intensive course on Gen AI. The topics for the five days are:
Day 1: Foundational Models & Prompt Engineering - Explore the evolution of LLMs, from transformers to techniques like fine-tuning and inference acceleration. Get trained with the art of prompt engineering for optimal LLM interaction.
Day 2: Embeddings and Vector Stores/Databases - Learn about the conceptual underpinning of embeddings and vector databases, including embedding methods, vector search algorithms, and real-world applications with LLMs, as well as their tradeoffs.
Day 3: Generative AI Agents - Learn to build sophisticated AI agents by understanding their core components and the iterative development process.
Day 4: Domain-Specific LLMs - Delve into the creation and application of specialized LLMs like SecLM and Med-PaLM, with insights from the researchers who built them.
Day 5: MLOps for Generative AI - Discover how to adapt MLOps practices for Generative AI and leverage Vertex AI’s tools for foundation models and generative AI applications.
Day 1
Podcast day 1: Foundational LLMs & Text Generation