AI and algorithmsBeginnerYouTube
Introduction to AI engineering
Open YouTube course: from raw data to a service that runs
- Duration
- 8 hours
- Level
- Beginner
- Language
- Kazakh, Russian
An open introductory programme for people who want to understand how AI systems actually work inside — without academic mathematics and without magic.
We walk the whole path: where data comes from, how to measure quality, how to wrap a model in a service, and what it costs to keep running.
What you'll learn
- Assemble and sanity-check a dataset for a concrete task
- Build a minimal evaluation suite and read its results
- Wrap a model in an HTTP service with limits and logging
- Estimate cost per request and find where it grows
What you should know first
- Basic Python
- Comfortable in a terminal
Who it's for
Developers and analysts who need a practical way into AI, and professionals from adjacent fields planning a career change.