机器学习基础

Materials

计算机基础:https://github.com/zkywsg/Daily-DeepLearning
基于Python的机器学习、经典数学算法(基于python):https://www.bilibili.com/video/BV1Tb411H7uC?p=19
python全栈笔记:https://blog.csdn.net/CUFEECR/article/list/2
B站小甲鱼:https://www.bilibili.com/video/av4050443?p=2
基于R(statquest):https://statquest.org/video-index/
基于R语言的机器学习:https://bradleyboehmke.github.io/HOML/
python代码讲解:https://www.bilibili.com/video/av36993857/?spm_id_from=333.788.videocard.1
R统计与绘图查询:http://www.sthda.com/english/articles/24-ggpubr-publication-ready-plots/
机器学习基础知识网盘链接:https://shimo.im/docs/PHTytcH3TKVTJHpH/read
机器学习原理:https://www.cntofu.com/book/85/index.html

机器学习(Machine Learning)、深度学习(Deep Learning)、重要知识点和代码实现:https://github.com/NLP-LOVE/ML-NLP非常重要,含练习题适合回顾

机器学习初学者系列:

  • 网页笔记:http://www.ai-start.com/
  • 知乎专栏:https://zhuanlan.zhihu.com/p/109420778
  • https://github.com/fengdu78/lihang-code
  • 作者空间:https://www.zhihu.com/people/fengdu78(数据科学中包含了python必要数据处理库的介绍)

leetcode练习题:https://leetcode-cn.com/problemset/all/
Python 百题大冲关:https://www.shiyanlou.com/courses/1512
李航机器学习笔记:https://blog.csdn.net/qq_31821675/article/details/93169649 相关代码解读:https://mp.weixin.qq.com/s/71w0IN3gAYWxrKVM_lcYrQ

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