> For the complete documentation index, see [llms.txt](https://lang-yu.gitbook.io/mi-ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie.md).

# 课程系列

- [CDA III](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index.md)
- [1.数据挖掘](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/01.data.mining.md)
- [2.特征工程](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/02.feature.md)
- [3.自然语言](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/03.nlp.md)
- [4.神经网络](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/04.nn.md)
- [5.支持向量机](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/05.svm.md)
- [6.集成学习](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/06.ensemble.md)
- [7.朴素贝叶斯](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/07.bayes.md)
- [8.决策树](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/08.dt.md)
- [9.聚类](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/09.cluster.md)
- [10.模型评估](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/10.modeling.md)
- [11.关联规则](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/11.association.md)
- [12.计算题知识点](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/12.calculation.md)
- [13.计算题分析](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index/13.exam.md)
- [题库分析](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi.md)
- [深度学习](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/01.dl.md)
- [机器学习-01](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/01.ml.md)
- [机器学习-02](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/02.ml.md)
- [机器学习-03](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/03.ml.md)
- [机器学习-04](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/04.ml.md)
- [机器学习-05](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/05.ml.md)
- [机器学习-06](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/06.ml.md)
- [机器学习-07](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/07.ml.md)
- [机器学习-08](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/08.ml.md)
- [机器学习-09](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/09.ml.md)
- [机器学习-10](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/10.ml.md)
- [Level III模拟（一）](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/01.l3-01.md)
- [Level III模拟（二）](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/ti-ku-fen-xi/01.l3-02.md)
- [知识点](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index-1.md)
- [Transformer模型](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index-1/01.transfer.md)
- [ELMO,BERT,GPT](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index-1/02.npl.md)
- [正则化之L1,L2](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index-1/03.l-norm.md)
- [距离详解](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/00.index-1/04.distance.md)
- [K-RPA](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa.md)
- [RPA行业展望](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/01.intro.md)
- [命名规范和开发原则](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/02.name.md)
- [脚本向导编程](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/03.script.md)
- [K-RPA异常处理](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/04.error.md)
- [K-RPA文件/目录操作](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/05.io.md)
- [（高）K-RPA环境](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/adv-01.env.md)
- [（高）K-RPA命名规范和开发原则](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/adv-02.name.md)
- [（高）K-RPA脚本向导编程](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/adv-03.script.md)
- [（实）01：安装K-RPA](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/act-01.install.md)
- [（实）02：脚本向导编程](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/act-02.script.md)
- [（实）03：完整案例](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/act-03.case.md)
- [（实）04：文件和集成](https://lang-yu.gitbook.io/mi-ai/ke-cheng-xi-lie/k-rpa/act-04.io.md)