# Broccoli AI at its best 🥦

An episode of [Practical AI](https://invisiblenetwork.ai/podcast/1406537385), 31 Jul 2024, 43 min.

Audio: https://pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/media.transistor.fm/732541e8/c90a105e.mp3

We discussed “🥦 Broccoli AI” a couple weeks ago, which is the kind of AI that is actually good/healthy for a real world business. Bengsoon Chuah, a data scientist working in the energy sector, joins us to discuss developing and deploying NLP pipelines in that environment. We talk about good/healthy ways of introducing AI in a company that uses on-prem infrastructure, has few data science professionals, and operates in high risk environments. Sponsors: • Intel Innovation 2024 – Early bird registration is now open for Intel Innovation 2024 in San Jose, CA! Learn more OR register • Motific – Accelerate your GenAI adoption journey. Rapidly deliver trustworthy GenAI assistants. Learn more at motific.ai Featuring: • Bengsoon Chuah – GitHub, LinkedIn, X • Daniel Whitenack – Website, GitHub, X Show Notes: • MLFlow • Prefect • DuckDB • Agrilla Upcoming Events: • Register for upcoming webinars here!

## Chapters

- 0:00 Welcome to Practical AI
- 0:44 Sponsor: Intel Innovation 2024
- 2:46 Data science in energy
- 6:23 Types of data stored
- 9:48 Unstructured data
- 12:33 The coolest data science app
- 14:44 The bootstrapping problem
- 19:09 Labelling instructions
- 23:09 What scale?
- 27:45 Sponsor: Motific
- 29:53 Judging data labelling
- 31:39 Shipping models
- 35:48 Where does DuckDB fit?
- 37:45 Big data is dead
- 38:39 Upcoming changes
- 41:06 Thanks for joining us!
- 41:44 Outro

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