Machine Learning

I know it might sound like a fan-fiction, I would like to have an AI to learn a subject along with me.

Say, courses offered in AWS AI initiative. As I learn the subject I want my LLM to learn something from it as well. (Well probably it knows most of the topics already)

I played oobabooga a bit before, and what I understand is, the base model will not learn something new unless you train the model with good data. Given tech right now, is it possible to "learn" concepts by just reading text materials designed for human learning? Or, once I learn a concept, I ask him to write code and see which works or not, like RLHF? Most importantly, it remembers between sessions.

If that works, at the end of the day, I will have an AI assistant trained for the task, or a learning buddy. Probably I have to ask in oobabooga subreddit, but can this technically work on home PC or it is just my fantasy? Much appreciated if I can direct to some resources or tutorials. I have some experience in installing A1111 Stable Diffusion in my PC but that's about it...likely I am not going to use any tools that requires coding or anything advanced for now.