Chapters:

01:28 History of NLP

02:50 First major breakthrough

06:21 How are models created?

08:32 How are models deployed?

09:48 Predictive text in modern applications

10:54 Content moderation on social media

13:00 YouTube comments spambots

14:48 Bias in NLP models

18:21 Are we approaching Artificial General Intelligence?

21:26 Thoughts on Elon Musk's AGI prediction

23:44 Audio processing and NLP

25:17 Who's winning in audio ml?

25:42 data privacy and government spying

27:46 How far is too far when companies secretly collect user data

29:25 4 ways companies can make use of NLP

31:57 Do you really need AI?

33:15 College degree, bootcamp, or self-study for aspiring developers and researchers?

35:04 Our predictions for the future of NLP in 5 years

39:35 Wrapping up and going to Mars