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:books: [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战,数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记

Home Page: https://ng-tech.icu/books/AI-Series

License: Other

Jupyter Notebook 99.93% HTML 0.07%
artificial-intelligence datascience deeplearning machinelearning natural-language-processing neural-network wx-doc

ai-notes's Introduction


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在这个知识大爆发的时代,笔者所见许多人面临的问题不再是知识的匮乏,也不是缺乏学习的动力、毅力或激情,而是在浩汤洪流之中迷失了方向,也无足够的承载知识的容器,终致学的越多,忘的越多,竹篮打水一场空。某熊的技术之路系列文章、书籍、视频、代码、项目即是笔者为自己构建的知识围栏,纳知识与己内;也是笔者蹒跚行进于这条路上的点滴印记,包含了笔者作为程序员的技术视野、知识管理与职业规划,致力于提升开发者的学习效率与实际研发效能。

NGTE 意为 Next-generation Technology Education,聊表笔者面向未来,徜徉星海之念;笔者目前的沉淀分为两大系列:编程笔记与代码实践。

编程笔记

编程笔记系列,已有数十仓库千篇文章百万字:

此外,你还可前往 NGTE Website 交互式地检索、查找需要的文章/链接/书籍/课程;或者也可以关注微信公众号:某熊的技术之路以获取最新资讯。

NGTE Books

代码实践

对应于笔者的知识体系,也为了更好地进行管理协作,笔者将数十个仓库划分到了包含脚手架、前端、后端、基础架构等不同的系列中,可以直接按照标签/前缀检索。

大前端系列

  • m-fe-* 系列: 微前端工程化系统项目,包含了前端开发基础脚手架、React/Vue/Node/Electron/Taro 以及各种微前端模板。

  • fractal-components 系列:包含 Web 电子白板、Excel 全栈解决方案等一系列项目。

  • 3d-* 系列: 3D 模型在线预览、处理等系列项目。

  • ueme-* 系列: 构建用户体验中台系列项目。

后端与应用系列

  • ms-* 系列: 构建微服务&云原生应用的一系列项目。

  • reinvent-* 系列: 一系列从零开始实现分布式系统、数据库、微服务框架等。

  • memi-* 系列: 构建业务中台的一系列项目,包含了跨领域 Schema 定义等。

  • sentinel-* 系列: 信息安全与渗透测试相关项目,包含了分布式扫描器、异构爬虫等。

AI 与算法系列

  • ai-* 系列: 人工智能与算法相关一系列项目。

About Me

Waka

ai-notes's People

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ai-notes's Issues

如何开始数据科学与机器学习的学习?

  • 看过您在Segmentfault的博文[https://segmentfault.com/a/1190000007470135],也看了一下您收录在Github的引导手册,老实说,作为一个菜鸟, 我还是没明白如何开始学习旅程?

  • 如果可以,我想听听您的学习旅程,每个阶段您都有看什么方面资料,进行何种学习?

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