Notes on Miscellaneous AI stuff

Over past few days, I viewed most of this video: Beyond Vibe Coding: Essential Python Concepts for Effective AI-Assisted Programming, 53 mins, published Nov. 2025. It is by an academic (computational chemistry, IIRC) from San Jose state university.

It is aimed at entry level students. So most of the video is pretty basic stuff. However, it gives decent exposure to Python and using Python in Google Colab. It also shows how to pick up python code from an AI chat (ChatGPT IIRC) response that had some computation, and use that in Google Colab.

I very much liked the introductory part of the video where the author talks of how coding skills help even with AI assisted development. Some of this introduction is also mentioned in the description part of the Youtube video page.
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17 Mar 2026

Basic level video that "demonstrates step-by-step how to access and generate text using google.colab.ai, a built-in module in Colab, ideal for quick experiments, learning, and prototyping with AI." It does not need API key.

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