Making Your Company LLM-native
Offered By: MLOps.community via YouTube
Course Description
Overview
Explore the concept of making your company LLM-native in this insightful podcast episode featuring Francisco Ingham, Founder of Pampa Labs. Delve into the strategic application of LLMs for scaling businesses, enhancing user experiences, and integrating AI into daily workflows. Discover unexpected LLM applications, learn about experiment tracking optimizations, and understand the importance of SEO expertise in AI integration. Gain valuable insights on AI operating systems, agents, and the spectrum of RAG approaches. Examine the differences between search and retrieval in AI, compare recommender systems with RAG, and uncover key considerations for LLM interface design.
Syllabus
[] Francisco's preferred coffee
[] Takeaways
[] Please like, share, leave a review, and subscribe to our MLOps channels!
[] A Literature Geek
[] LLM-native company
[] Integrating LLM in workflows
[] Unexpected LLM applications
[] LLM's in development process
[] Vibe check to evaluation
[] Experiment tracking optimizations
[] LLMs as judges discussion
[] Presentaciones automatizadas para podcast
[] AI operating system and agents
[] Importance of SEO expertise
[] Experimentation and evaluation
[] AI integration strategies
[] RAG approach spectrum analysis
[] Search vs Retrieval in AI
[] Recommender Systems vs RAG
[] LLMs in recommender systems
[] LLM interface design insights
Taught by
MLOps.community
Related Courses
Introduction to Recommender SystemsUniversity of Minnesota via Coursera Text Retrieval and Search Engines
University of Illinois at Urbana-Champaign via Coursera Machine Learning: Recommender Systems & Dimensionality Reduction
University of Washington via Coursera Java Programming: Build a Recommendation System
Duke University via Coursera Introduction to Recommender Systems: Non-Personalized and Content-Based
University of Minnesota via Coursera