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Broccoli AI at its best π₯¦
Manage episode 431697459 series 2385063
We discussed βπ₯¦ Broccoli AIβ 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.
Changelog++ members save 5 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
- Intel Innovation 2024 β Early bird registration is now open for Intel Innovation 2024 in San Jose, CA! Learn more OR register
- Motific β Accelerate your GenAI adoption journey. Rapidly deliver trustworthy GenAI assistants. Learn more at motific.ai
Featuring:
Show Notes:
Something missing or broken? PRs welcome!
Chapter
1. Welcome to Practical AI (00:00:00)
2. Sponsor: Intel Innovation 2024 (00:00:44)
3. Data science in energy (00:02:47)
4. Types of data stored (00:06:24)
5. Unstructured data (00:09:49)
6. The coolest data science app (00:12:34)
7. The bootstrapping problem (00:14:45)
8. Labelling instructions (00:19:09)
9. What scale? (00:23:09)
10. Sponsor: Motific (00:27:46)
11. Judging data labelling (00:29:53)
12. Shipping models (00:31:40)
13. Where does DuckDB fit? (00:35:48)
14. Big data is dead (00:37:46)
15. Upcoming changes (00:38:40)
16. Thanks for joining us! (00:41:06)
17. Outro (00:41:44)
293 episode
Manage episode 431697459 series 2385063
We discussed βπ₯¦ Broccoli AIβ 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.
Changelog++ members save 5 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
- Intel Innovation 2024 β Early bird registration is now open for Intel Innovation 2024 in San Jose, CA! Learn more OR register
- Motific β Accelerate your GenAI adoption journey. Rapidly deliver trustworthy GenAI assistants. Learn more at motific.ai
Featuring:
Show Notes:
Something missing or broken? PRs welcome!
Chapter
1. Welcome to Practical AI (00:00:00)
2. Sponsor: Intel Innovation 2024 (00:00:44)
3. Data science in energy (00:02:47)
4. Types of data stored (00:06:24)
5. Unstructured data (00:09:49)
6. The coolest data science app (00:12:34)
7. The bootstrapping problem (00:14:45)
8. Labelling instructions (00:19:09)
9. What scale? (00:23:09)
10. Sponsor: Motific (00:27:46)
11. Judging data labelling (00:29:53)
12. Shipping models (00:31:40)
13. Where does DuckDB fit? (00:35:48)
14. Big data is dead (00:37:46)
15. Upcoming changes (00:38:40)
16. Thanks for joining us! (00:41:06)
17. Outro (00:41:44)
293 episode
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