From Arduinos to LLMs: Exploring the Spectrum of ML // Soham Chatterjee // #162

Agentic Conversations (formally mlops.community) · Jun 20, 2023 · 44m · transcript

MLOps Coffee Sessions #162 with Soham Chatterjee, From LLMs to TinyML: The Dynamic Spectrum of MLOps, co-hosted by Abi Aryan.

// Abstract

Explore the spectrum of MLOps from large language models (LLMs) to TinyML. Soham highlights the difficulties of scaling machine learning models and cautions against relying exclusively on OpenAI's API due to its limitations. Soham is particularly interested in the effective deployment of models and the integration of IoT with deep learning. He offers insights into the challenges and strategies involved in deploying models in constrained environments, such…