59 min

Leading NLP Teams - Ivan Bilan DataTalks.Club

    • Technology

We talked about:


Ivan’s role at Personio
Ivan’s background
Studying technical management
Managing a software team
NLP teams
NLP engineers
Becoming an NLP engineer
Computer vision
NLP engineer vs ML engineer
Conversational designers
Linguistics outside of chatbots
When does a team need an NLP engineer or a linguist?
The future of NLP
NLP pipelines
GPT-3
Problems of GPT-3
Does GPT-3 make everything obsolete?
What NLP actually is?
Does NLP solve problems better than humans?
State of language translation
NLP Pandect

Links:


https://github.com/ivan-bilan/The-NLP-Pandect
https://github.com/ivan-bilan/The-Engineering-Manager-Pandect
https://github.com/ivan-bilan/The-Microservices-Pandect
Ivan's presentation about NLP: https://www.youtube.com/watch?v=VRur3xey31s



Join DataTalks.Club: https://datatalks.club/slack.html

Our events: https://datatalks.club/events.html

We talked about:


Ivan’s role at Personio
Ivan’s background
Studying technical management
Managing a software team
NLP teams
NLP engineers
Becoming an NLP engineer
Computer vision
NLP engineer vs ML engineer
Conversational designers
Linguistics outside of chatbots
When does a team need an NLP engineer or a linguist?
The future of NLP
NLP pipelines
GPT-3
Problems of GPT-3
Does GPT-3 make everything obsolete?
What NLP actually is?
Does NLP solve problems better than humans?
State of language translation
NLP Pandect

Links:


https://github.com/ivan-bilan/The-NLP-Pandect
https://github.com/ivan-bilan/The-Engineering-Manager-Pandect
https://github.com/ivan-bilan/The-Microservices-Pandect
Ivan's presentation about NLP: https://www.youtube.com/watch?v=VRur3xey31s



Join DataTalks.Club: https://datatalks.club/slack.html

Our events: https://datatalks.club/events.html

59 min

Top Podcasts In Technology

Lex Fridman
Jason Calacanis
NPR
Jack Rhysider
Gimlet
Bloomberg Intelligence