Prefect: tools for interacting with complex system. Prefect is the flexible and scalable
Python data orchestrator. And introducing Marvin, the
batteries-included library for building AI-powered software.
3. Prefect
Tools for interacting with complex
systems
Prefect
Flexible & scalable
Python data
orchestrator 🐍📊🏗
Marvin
Batteries-included library
for building
AI-powered software
🤖🪄
9. Jeff + Marvin
Also bad puns - courtesy of Marvin
Why did the data scientist break up with her
boyfriend?
Because he couldn't handle her discrete values!
28. 1. Scalable
Can run and observe thousands of flows in the UI
YouTube Video: Orchestrate Your Data Science Workflows at
Scale using Anyscale and Prefect and Featuring LiveEO
37. One more thing: DX ❤
● Clear, well-documented API
● Blocks: configuration + code
● Fast release velocity
● Supportive community
prefect.io/guide/blog/blocks-connectors-for-code
46. Why Server?
1. You really enjoy setting up and maintaining
server infrastructure 😅
2. Particular needs that mean you can’t use a
cloud solution
Solution for large users: Prefect Dedicated
Cloud
85. Prefect Customer Quotes
● “I can go from thought to production 5x
faster.”
● “We used to spend 20% of our time (and up
to 80% at times) on errors. [With Prefect,]
we're approaching 5%, a 75% reduction.”
86. Prefect Customer Quotes
● “...can't imagine how anyone wouldn't like it.”
● “We love prefect, it works and makes our
lives easier.”
● “ It addresses many of the pain points
common to more complicated tools like
Airflow.”
87. Advice
● Use what’s working
● Need scale?
● Need flexibility?
● Need observability across your stack?
● Need event-driven workflows?
● Need nicer UX?
Check out Prefect
89. Prefect Training Opportunities 🍎
San Francisco
eventbrite.com/e/prefect-associate-certification-course-san-francisco-tickets-450754347387
Online
eventbrite.com/e/prefect-practitioner-certification-course-live-online-june-14-2023-tickets-600839907337
London
eventbrite.com/e/prefect-associate-certification-course-london-tickets-476657915657
Discount Code for 20% off: AirflowParis20
96. Prefect
Tools for interacting with complex
systems
Prefect
Flexible & scalable
Python data
orchestrator 🐍📊🏗
Marvin
Batteries-included library
for building
AI-powered software
🤖🪄