

Elixir, LiveBook, and NX: Innovations in Machine Learning Training and GPU Integration - EMx 246
Apr 24, 2024
Open-source developer Jonatan Kłosko discusses machine learning challenges, GPU operations on macOS, LiveBook features, NX for numerical calculations in Elixir, training models, serving processes, AMD support, Hugging Face models, and resources for beginners in AI and ML.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Intro
00:00 • 2min
Exploring Livebook Installation and Development in the Elixir Ecosystem
01:36 • 10min
Elixir's NX Module for AI and ML Workflows
11:16 • 7min
Understanding Machine Learning Concepts and Training Process
18:31 • 8min
Innovations in Machine Learning Training and GPU Integration
26:19 • 3min
Overview of GPU Integration and Serving Processes in Machine Learning
29:29 • 11min
AMD Support, Hugging Face Models, and Exploring Machine Learning in Elixir
40:52 • 13min