Unexplored Territory #064 - Homelabs for AI featuring William Lam
Dec 25, 2023
William Lam, expert in home labs and running AI workloads, discusses the different hardware options for home labs, the value of having a home lab for career progression and skill development, the concept of private AI and its potential applications, the use of pre-trained models and fine-tuning in AI, and the relevance of learning Docker, Kubernetes, CI/CD, and related technologies for running ML and AIML applications.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
Spartan Races and Personal Experiences in Different Locations
01:40 • 2min
Building Home Labs for AI: From Mac Minis to Intel NUCs
03:42 • 6min
The Value of Home Labs for Career Progression and Skill Development
09:44 • 3min
Private AI and its Potential
13:04 • 10min
Using Pre-Trained Models and Fine-Tuning for AI
23:18 • 5min
Learning Docker and Kubernetes for ML and AIML Applications
28:07 • 25min