How to choose your first programming language
A language is a consequence of the problem, not a matter of faith. Four clear tracks, one weekend test for your choice, and the mistakes that cost beginners months.
The "best language" argument costs a beginner several months. The right question is different: what problem do you want to be solving six months from now — and which language already solves it in your city, your company, your industry?
Four tracks and the obvious pick
- Web and backend: Python or JavaScript/TypeScript. Plenty of roles, fast feedback, enormous community.
- Mobile: Kotlin for Android, Swift for iOS. One language, one platform — that is fine at the start.
- Data analysis: Python and SQL. SQL is not a bonus here; it is half the job.
- Systems: Go or Rust. Slower to get into, and less crowded for exactly that reason.
Any of the four will get you to working code. None of them is a mistake you cannot undo: the second language always comes several times faster than the first.
The weekend test
Before buying a course, spend two evenings. Set up the environment and make sure you can run checks and tests with a single command — that is the routine you will live in for months.
# Check the environment in two minutes, before lesson one
python3 --version
python3 -m venv .venv && source .venv/bin/activate
pip install ruff pytest
# First habit: linter and tests run from a single command
ruff check . && pytest -qWhat actually decides the outcome
- Consistency: forty minutes a day beats six hours on Saturday.
- One finished project you can show beats five unfinished ones.
- Reading other people’s code is a skill you train deliberately and separately.
- Enough English to read documentation saves years.
A first language is not there to make you an expert. It is there so an empty file stops frightening you.
The open Kazakh-language programme for absolute beginners is in the course catalogue.