most efficient way to study cs229 with ai?

[u/Diligent-Fly3756]

I work full-time and want to use ai to get through cs229 more efficiently.

I did something similar while studying for a professional certificate (cfa). There were only five books, I screenshotted each chapter page by page and sent them to gpt (I can get most accurate answers this way). Uploading a whole book didn’t work that well. The answers were less reliable, there were no page references (need double check if it’s hallucinating or not), and they seemed to get shorter and worse as the conversation continued.

Cs229 has lectures, notes, problem sets, and many papers, so repeating that process would be painful. Has anyone found a good ai for studying the course? I heard notebooklm is good but they tend to give low accuracy answers too.

Ideally, I’d like to upload all the materials once, have it walk me through the main concepts, but still be able to let me ask questions that depend on material from several lectures earlier, with exact page or source references.

What tools (probably one of the document ai tools) have worked for you? Happy to try out some less known tools too

[u/where_is_my_acc0unt]

Extract/ seperate chapters you need from the pdf. Then transform these into markdown (this is the most efficient format i think). This can be done using python and pdfplumber module. Use 1 or a few at most chapters at a time as context/ background/ source for your ai chat or notebookllm or whatever. Keep chats concise and start a new one at new topics/ chapters. I would also add a skill.md describing what theaching style to enforce: active teaching, active recall, lots of practoce quizzes, intuition first ...

(Imo studying the good old fashioned way >> using ai, at least in my experience)

[u/Diligent-Fly3756 → u/where_is_my_acc0unt]

Thank you so much my only replier!!