Guides from what I am learning
These are the notes I wish I had at the start: small courses, mental models, diagrams, and practical tradeoffs from things I am actively learning or building.
BeginnerFirst pass
DGX Spark 101
A plain-English guide to the NVIDIA DGX Spark: what it is, how its memory works, why that decides its speed, and which models actually fit.
6 lessons56 min
BeginnerFirst pass
LoRA 101
A plain-English guide to how Low-Rank Adaptation makes fine-tuning smaller, cheaper, and easier to swap.
5 lessons24 min