Broccoli AI at its best 🥦 (Practical AI #280)
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.
Embed this episode
Chapters
- 0:00 Welcome to Practical AI
- 0:44 Sponsor: Intel Innovation 2024
- 2:47 Data science in energy
- 6:24 Types of data stored
- 9:49 Unstructured data
- 12:34 The coolest data science app
- 14:45 The bootstrapping problem
- 19:09 Labelling instructions
- 23:09 What scale?
- 27:46 Sponsor: Motific
- 29:53 Judging data labelling
- 31:40 Shipping models
- 35:48 Where does DuckDB fit?
- 37:46 Big data is dead
- 38:40 Upcoming changes
- 41:06 Thanks for joining us!
- 41:44 Outro
No transcript yet.
Frequently asked questions
How long is this episode of Changelog Master Feed?
This episode is 42 minutes long.
When was this Changelog Master Feed episode published?
This episode was published on July 31, 2024.
Is there a transcript available for this episode?
Yes, a full transcript is available for this episode. You can read the complete transcript on the episode page.
Can I download this Changelog Master Feed episode?
Yes. Use the download control on the episode player to save the publisher-provided media file.