h9-tec/ai-roadmap-2026

选用指南

AI 根据 README 整理 · 2026/10/22 07:41:22

目标用户

面向AI初学者，提供从零到AI工程师的路径。

查看 README 依据

# AI Roadmap 2026 <p align="center"> <img src="assets/cover.svg" alt="AI Roadmap 2026: from zero to AI engineer in five layers" width="100%"> </p> <p align="center"> <a href="00-start-here.md"><img alt="Start here" src="https://img.shields.io/badge/start-here-f1f5f9?style=flat-square&labelColor=1c1f26"></a> <img alt="5 layers" src="https://img.shields.io/badge/layers-5-eb6834?style=flat-square&labelColor=1c1f26"> <img alt="About 25 weeks" src="https://img.shields.io/badge/path-~25%20weeks-6250d6?style=flat-square&labelColor=1c1f26">

使用方式

新手可先阅读“Start here”文件，然后选择按层学习或按12周计划学习。

查看 README 依据

<p align="center"> <img src="assets/route.svg" alt="The route: five lines from Foundations to Production, each with its stations and the project you build at the end" width="100%"> </p> > If you only learn one thing in 2026, make it evaluation engineering. Start with [Layer 4: Evaluation](04-evaluation/README.md). ## How to use New here? Read [Start here](00-start-here.md) first. Then pick one of two paths: - **Layer by layer.** Pick a layer, finish its mini-project, and move on to the next. - **On a schedule.** Follow the [12-week sample plan](00-start-here.md#12-week-sample-plan).

部署要求

每层学习预算约为每周10小时，完成全部五层约需25周。

查看 README 依据

Each layer budget assumes ~10 hrs/week. At that pace the five layers take about 25 weeks. | Layer | Weeks | Mini-project | |---|---|---| | [1. Foundations](01-foundations/README.md) | ~4 | LLM proxy API | | [2. LLM Engineering](02-llm-engineering/README.md) | ~6 | Docs Q&A with citations | | [3. Agents](03-agents/README.md) | ~5 | Research agent with a sandbox | | [4. Evaluation](04-evaluation/README.md) | ~4 | Eval the Layer 2 project | | [5. Production (LLMOps)](05-production/README.md) | ~6 | Ship it | ## More - [Careers](careers/README.md): which job titles each layer leads to.