Build log

InventWithAI

Learning AI one build at a time.

I'm working through AI from the ground up. I gather good courses, docs and research, and write up what I learn as tutorials.

Read the tutorialsWhat this builds toward
learna concept buildsomething real writethe tutorial sharein the open REPEAT
Every tutorial builds toward a live project and AI literacy.

I work through the sources, build with what I learn, and write up what holds up. I'd like more people in India to become AI literate, and this is a small step toward that.

How I go about it
  1. 01

    Gather

    Courses, docs and papers I find useful.

  2. 02

    Explain

    Why it exists first, then how it works, in plain language.

  3. 03

    Build

    Each topic goes into a project I'm taking toward a live version.

Tutorials
Orientation

AI Fluency: the 4Ds

Delegation, Description, Discernment, Diligence. The skills for working with any AI that outlast any single model or tool.

DelegationDescriptionDiscernmentDiligence Read the tutorial Foundations

Python fundamentals for AI

The small set of Python ideas that almost every AI program is built from, ending in a direct model call.

f-stringsDictionariesLoopsClassesAPI call Read the tutorial Foundations

What LLMs can do

The short list of text operations behind most language-model applications, and how they chain into an agent.

InferenceExtractionTranslationExpandingTemperature Read the tutorial Foundations

Prompt engineering tactics

Nine prompting tactics that still hold, and why each matters.

DelimitersFew-shotStructured outputGrounding Read the tutorial