> For the complete documentation index, see [llms.txt](https://bingbing-gui.gitbook.io/blog/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://bingbing-gui.gitbook.io/blog/_archive.md).

# \_archive

- [1. 人工智能入门](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals.md)
- [1.10. AI软件开发遵循六大原则](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-10-zhang-ai-ruan-jian-kai-fa-zun-xun-liu-da-yuan-ze.md)
- [1.11. 机器学习分类](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-11-zhang-ji-qi-xue-xi-fen-lei.md)
- [第12章-监督学习之回归方式训练(Regression)和评估模型](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-12-zhang-jian-du-xue-xi-zhi-hui-gui-fang-shi-xun-lian-regression-he-ping-gu-mo-xing.md)
- [第13章-监督学习之二元分类(Binary Classification)](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-13-zhang-jian-du-xue-xi-zhi-er-yuan-fen-lei-binary-classification.md)
- [第14章-监督学习之多类分类 (Multiclass Classification)](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-14-zhang-jian-du-xue-xi-zhi-duo-lei-fen-lei-multiclass-classification.md)
- [第15章-无监督学习之集群(Clustering)](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-15-zhang-wu-jian-du-xue-xi-zhi-ji-qun-clustering.md)
- [第16章-深度学习(Deep learning)](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-16-zhang-shen-du-xue-xi-deep-learning.md)
- [第17章-Azure机器学习](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-17-zhang-azure-ji-qi-xue-xi.md)
- [第18章-Azure 平台上的AI 服务](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-18-zhang-azure-ping-tai-shang-de-ai-fu-wu.md)
- [第19章-创建并使用Azure AI 服务](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-19-zhang-chuang-jian-bing-shi-yong-azure-ai-fu-wu.md)
- [1.1. 人工智能的前世今生](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-1-zhang-ren-gong-zhi-neng-de-qian-shi-jin-sheng.md)
- [1.2. AI的核心能力](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-2-zhang-ai-de-he-xin-neng-li.md)
- [1.3. 了解机器学习](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-3-zhang-liao-jie-ji-qi-xue-xi.md)
- [1.4. 计算机视觉](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-4-zhang-ji-suan-ji-shi-jue.md)
- [1.5. 机器学习的基础](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-5-zhang-ji-qi-xue-xi-de-ji-chu.md)
- [第6章-自然语言处理(NLP)](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-6-zhang-zi-ran-yu-yan-chu-li-nlp.md)
- [第7章-文档处理和知识挖掘](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-7-zhang-wen-dang-chu-li-he-zhi-shi-wa-jue.md)
- [1.8. 生成式AI](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-8-zhang-sheng-cheng-shi-ai.md)
- [1.9. AI的挑战和风险](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/di-9-zhang-ai-de-tiao-zhan-he-feng-xian.md)
- [Resource](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/resource.md)
- [Azure AI 服务对比与协作分析](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/resource/azure-ai-fu-wu-dui-bi-yu-xie-zuo-fen-xi.md)
- [Azure AI 服务分类总览](https://bingbing-gui.gitbook.io/blog/_archive/ai-fundamentals/resource/azureai-fu-wu-fen-lei.md)