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Broccoli AI at its best 🥦

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Manage episode 431697459 series 2385063
Content provided by Changelog Media and Practical AI LLC. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Changelog Media and Practical AI LLC or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

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.

Join the discussion

Changelog++ members save 5 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

Featuring:

Show Notes:

Something missing or broken? PRs welcome!

  continue reading

Chapters

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)

318 episodes

Artwork

Broccoli AI at its best 🥦

Practical AI

1,517 subscribers

published

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Manage episode 431697459 series 2385063
Content provided by Changelog Media and Practical AI LLC. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Changelog Media and Practical AI LLC or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

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.

Join the discussion

Changelog++ members save 5 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

Featuring:

Show Notes:

Something missing or broken? PRs welcome!

  continue reading

Chapters

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)

318 episodes

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