# Roadmap: Machine Learning to 2026

> Machine learning in 2026 is not a collection of individual algorithms and models. It is an end-to-end process, from understanding data and mathematics to building autonomous systems that can plan, make decisions, and act in real-world environments.

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> **[Restricted Content]**
> The full version is available to AI-Base / Plus subscribers or via one-time purchase.
> Open the full guide on the website: https://gotburnout.io/en/guides/ai_base/machine-learning-roadmap-2026