Overview
Syllabus
[] Max introducing the Apache Superset project at Preset
[] Max's preferred coffee
[] Airflow creator
[] Takeaways
[] Please like, share, and subscribe to our MLOps channels!
[] Check Max's first MLOps Podcast episode
[] Promptimize
[] Interaction with API
[] Deterministic evaluation of SQL queries and AI
[] Figuring out the right edge cases
[] Reaction with Vector Database
[] Promptomize Test Suite
[] Promptimize vision
[] The open-source blood
[] Impact of open source
[] Dangers of open source
[] AI-Language Models Revolution
[] Test-driven design
[] Prompt tracking
[] Building Test Suites as Assets
[] Adding new prompt cases to new capabilities
[] Monitoring speed and cost
[] Creating own benchmarks
[] AI feature adding more value to the end users
[] Perceived value of the feature
[] LLMs costs
[] Specialized model versus Generalized model
[] Fine-tuning LLMs use cases
[] Classic Engineer's Dilemma
[] Build exciting tech that's available
[] Catastrophic forgetting
[] Promt driven development
[] Wrap up
Taught by
MLOps.community