Jennifer Prendki is the founder and CEO of Alectio. They're pioneering the DataPrepOps space and building technology to help companies do Machine Learning more efficiently, in particular with less data. She's a keynote speaker and has spoken at most major conferences in the field. She has a PhD in Particle Physics and has built a phenomenal career.
In this episode, we talk about:
- DataPrepOps
- MLOps
- Data labeling
- Training datasets
- Carbon footprint of AI systems
- Active learning
- Online learning, continual learning, incremental learning