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@karpathy
karpathy / microgpt.py
Last active February 27, 2026 00:25
microgpt
"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.
@karpathy
"""
import os # os.path.exists
import math # math.log, math.exp

Technologies to learn to become a Back End Developer (Python/Django)

  • Linux - be proficient using Ubuntu for example and the CLI and understand how the shell works, what are environment variables, subshells, processes/tasks, etc...
  • Docker (and docker-compose) - what are containers and how they work (conceptually) and how to create and run ones
  • Git - what does version control system mean and how to use Git
  • RDB (relational databases) - what are relational databases, and understand tables, how to create them and make relations between them as needed... also understand that through SQLite and PostgreSQL (preferred) or MySQL
  • Python - how to write Python very well and understand its [OOP] implementation...
  • Virtualenv - And how to create virtual environments for python to isolate it from the system's installed version...
  • Virtualenvwrapper to manage virtual environments easily