
Learning from Machine Learning Maarten Grootendorst: BERTopic, Data Science, Psychology | Learning from Machine Learning #1
Jan 9, 2023
Maarten Grootendorst, data scientist and expert in BERTopic, discusses his transition from psychology to machine learning, the appeal of machine learning and its applications, creating a strong foundation with BERTopic for topic modeling and trend analysis, trade-offs and intuitive design in API design, the future direction of BERTopic including integrating images and sound, differentiating between large language models and AGI, and finding inspiration in the field by combining different strengths.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
From Psychology to Machine Learning
02:25 • 5min
Creating a Strong Foundation with BERTopic
07:07 • 17min
Trade-offs, Psychology, and Intuitive Design in API Design
24:10 • 3min
Considering the Consumer and Future Directions for BERTopic
26:41 • 2min
Differentiating between large language models and artificial general intelligence
28:53 • 14min
Finding Inspiration and Combining Different Strengths
43:12 • 25min
