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https://leetcode.cn/leetbook/\n## 参考资料\n[搞定大厂算法面试之leetcode精讲](https://xiaochen1024.com/courseware/60b4f11ab1aa91002eb53b18/61963bcdc1553b002e57bf13) \u003c/br\u003e\n[学习算法和刷题的框架思维](https://labuladong.gitee.io/algo/1/2/)\n\n# 机器学习 \u0026 AI for Materials Science\n\n## Machine Learning \u0026 Deep Learning\n* 这一部分学习了台湾大学李宏毅老师的课程：https://www.youtube.com/watch?v=gmsMY5kc-zw\u0026list=PLJV_el3uVTsMhtt7_Y6sgTHGHp1Vb2P2J\u0026index=11\n* 对回归，分类，模型优化，CNN， Self-Attention，BERT，GAN，Autoencoder，Explainable AI，模型安全，强化学习，模型压缩，Meta Learning等领域有了一定的了解\n* 同时参考了李沐老师的《动手学深度学习》(PyTorch版)进行了学习：https://zh-v2.d2l.ai/\n\n## AI for Materials\n\n\n# 前端编程\n\n## HTML+CSS+JavaScript+React+Node.js+Ant Design+Less+Webpack\n* Step1: 根据Mozilla网站的学习路线过了一遍前端三大件：https://developer.mozilla.org/zh-CN/docs/Learn/Getting_started_with_the_web\n* Step2: Follow React框架官网（https://react.docschina.org/tutorial/tutorial.html) 做了一个游戏demo\n* Step3: 根据菜鸟教程(https://www.runoob.com/nodejs/nodejs-http-server.html)  学了一遍Node.js的知识\n* Step4: 根据(http://codesohigh.com/subject/cms/) 做了一个企业管理系统，综合深化了学到的知识。\n* Step5: 刷题去阿里实习。\n## 八股参考资料\n前端面试题: [高频前端面试题汇总](https://juejin.cn/post/6940945178899251230) \u003c/br\u003e\nJS原理深入: [前端基础进阶](https://www.jianshu.com/p/996671d4dcc4)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgrenzlinie%2Fcomputer-science-learning-route-for-myself","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgrenzlinie%2Fcomputer-science-learning-route-for-myself","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgrenzlinie%2Fcomputer-science-learning-route-for-myself/lists"}