Title: The Magical World of Autoencoders
For the coming October DataScience SG Meetup, we have Head of AI at Terra AI, Arnold Doray sharing with us about Autoencoders! Here are the details!
Agenda
6.30pm - 7.00pm: Registration
7.00pm - 8.00pm: The Magical World of Autoencoders (Arnold Doray)
Synopsis
This talk discuses in depth about autoencoders -
what they are, why they are interesting. We'll go in-depth
on how they might be applied, and also how to train them
effectively. This is not a math-heavy talk, but a concept-heavy
one! The core theme is manifold learning, which underpins both
autoencoders and other techniques, including LLMs.
The “why” and “how” are what will be addressed in this lecture. There will also be take-home labs you can run and experiment with yourself.
Speaker Bio
- Arnold Doray is Head of AI at Terra AI. His background is in
Physics and he has a lifelong obsession with cognition.
- https://www.linkedin.com/in/arnold-doray-22850b9/?originalSubdomain=sg