机器学习不可错过的精选文章50篇合集

雨点打透心脏的1/2处 2021-09-07 10:46 419阅读 0赞

一位来自广州南方学院的小伙伴在学习小组群内提出了关于机器学习的问题，小编相信还有很多小伙伴也有类似的疑惑，小编特意整理了关于**机器学习的优质文章50篇**，无论你是技术小白还是想要进阶的技术爱好者，你都可以在这里找到你想要的资源~

你可以了解到机器学习的基本概念、学习路径、学习方法、相关算法以及实战项目~

**一、概述总结篇（28篇）**

*  【*机器学习*的基本概念和相关术语】[https://blog.csdn.net/qq\_43328040/article/details/106823245][https_blog.csdn.net_qq_43328040_article_details_106823245]
 *  【*机器学习*系列（一）——*机器学习*简介】[https://blog.csdn.net/hohaizx/article/details/80584307][https_blog.csdn.net_hohaizx_article_details_80584307]
 *  【*机器学习*是什么】[https://blog.csdn.net/dk1543100966/article/details/80826771][https_blog.csdn.net_dk1543100966_article_details_80826771]
 *  【这可能是最简单易懂的*机器学习*入门（小白必读）】[https://blog.csdn.net/qq\_28168421/article/details/81351321][https_blog.csdn.net_qq_28168421_article_details_81351321]
 *  【*机器学习*和深度学习路线】[https://blog.csdn.net/baidu\_33256174/article/details/101225734][https_blog.csdn.net_baidu_33256174_article_details_101225734]
 *  【深度学习入门笔记（一）：*机器学习*基础】[https://blog.csdn.net/qq\_43328040/article/details/107094840][https_blog.csdn.net_qq_43328040_article_details_107094840]
 *  【《*机器学习*实战》学习笔记（一）：*机器学习*基础】[https://blog.csdn.net/TeFuirnever/article/details/99734084][https_blog.csdn.net_TeFuirnever_article_details_99734084]
 *  【可解释的*机器学习*】[https://blog.csdn.net/qq\_42793029/article/details/94459036][https_blog.csdn.net_qq_42793029_article_details_94459036]
 *  【*机器学习*知识体系】[https://blog.csdn.net/XiaoYi\_Eric/article/details/79679689][https_blog.csdn.net_XiaoYi_Eric_article_details_79679689]
 *  【浅谈对于*机器学习*的理解】[https://blog.csdn.net/T\_I\_A\_N\_/article/details/85914097][https_blog.csdn.net_T_I_A_N_article_details_85914097]
 *  【*机器学习*理论知识概述】[https://blog.csdn.net/u014593570/article/details/77988681][https_blog.csdn.net_u014593570_article_details_77988681]
 *  【*机器学习*路径规划】[https://blog.csdn.net/Jade\_Moon/article/details/78083967][https_blog.csdn.net_Jade_Moon_article_details_78083967]
 *  【*机器学习*（概述一）——定义】[https://blog.csdn.net/zhanglianhai555/article/details/90607554][https_blog.csdn.net_zhanglianhai555_article_details_90607554]
 *  【浅谈对统计*机器学习*的认识】[https://blog.csdn.net/slx\_share/article/details/79960635][https_blog.csdn.net_slx_share_article_details_79960635]
 *  【辨析|深度学习与*机器学习*的基本区别】[https://blog.csdn.net/qq\_44621510/article/details/90097528][https_blog.csdn.net_qq_44621510_article_details_90097528]
 *  【*机器学习*与隐私保护】[https://blog.csdn.net/qiu1440528444/article/details/97375153][https_blog.csdn.net_qiu1440528444_article_details_97375153]
 *  【*机器学习*入门到进阶学习路线】[https://blog.csdn.net/u010164625/article/details/79765798][https_blog.csdn.net_u010164625_article_details_79765798]
 *  【《*机器学习*》总结与心得】[https://blog.csdn.net/qq\_17073497/article/details/81390086][https_blog.csdn.net_qq_17073497_article_details_81390086]
 *  【\[*机器学习*篇\]*机器学习*知识总结篇】[https://blog.csdn.net/BaiHuaXiu123/article/details/60884803][https_blog.csdn.net_BaiHuaXiu123_article_details_60884803]
 *  【*机器学习*100+问】[https://blog.csdn.net/sinat\_22510827/article/details/110790020][https_blog.csdn.net_sinat_22510827_article_details_110790020]
 *  【*机器学习*未来十年：你需要把握的趋势和热点】[https://blog.csdn.net/weixin\_42137700/article/details/83614617][https_blog.csdn.net_weixin_42137700_article_details_83614617]
 *  【什么是*机器学习*】[https://blog.csdn.net/weixin\_42555080/article/details/91391390][https_blog.csdn.net_weixin_42555080_article_details_91391390]
 *   
 *  【*机器学习*方法分类总结】[https://blog.csdn.net/m0\_37167788/article/details/82836728][https_blog.csdn.net_m0_37167788_article_details_82836728]
 *  【这可能是最简单易懂的*机器学习*入门（小白必读）】[https://blog.csdn.net/qq\_28168421/article/details/81351321][https_blog.csdn.net_qq_28168421_article_details_81351321]
 *  【我是如何入门*机器学习*的呢】[https://blog.csdn.net/weixin\_42137700/article/details/81869285][https_blog.csdn.net_weixin_42137700_article_details_81869285]
 *  【常用的三种*机器学习*预测方法】[https://blog.csdn.net/qq\_43337115/article/details/107309087][https_blog.csdn.net_qq_43337115_article_details_107309087]
 *  【*机器学习*发展历史回顾】[https://blog.csdn.net/SIGAI\_CSDN/article/details/82428499][https_blog.csdn.net_SIGAI_CSDN_article_details_82428499]

**二、实例题目篇（7篇）**

*  【*机器学习*案例——鸢尾花数据集分析】[https://blog.csdn.net/heuguangxu/article/details/80426437][https_blog.csdn.net_heuguangxu_article_details_80426437]
 *  【*机器学习*实例】[https://blog.csdn.net/bigsec/article/details/79268545][https_blog.csdn.net_bigsec_article_details_79268545]
 *  【*机器学习*及项目实战】[https://blog.csdn.net/weixin\_44888486/article/details/107047653][https_blog.csdn.net_weixin_44888486_article_details_107047653]
 *  【*机器学习*：入门实例】[https://blog.csdn.net/xiaxianba/article/details/93849347][https_blog.csdn.net_xiaxianba_article_details_93849347]
 *  【Python & *机器学习*之项目实践】[https://blog.csdn.net/qq\_40027052/article/details/78912963][https_blog.csdn.net_qq_40027052_article_details_78912963]
 *  【*机器学习*高频面试题(41道)】[https://blog.csdn.net/wuxiaosi808/article/details/107084723][https_blog.csdn.net_wuxiaosi808_article_details_107084723]
 *  【*机器学习*试题】[https://blog.csdn.net/xwd18280820053/article/details/74306825][https_blog.csdn.net_xwd18280820053_article_details_74306825]

**三、算法技能篇（15篇）**

*  【*机器学习*、深度学习所需掌握的数学知识全都在这里了！】[https://blog.csdn.net/xo3ylAF9kGs/article/details/108764752][https_blog.csdn.net_xo3ylAF9kGs_article_details_108764752]
 *  【*机器学习*&图像分割——模型评价总结(含完整代码)】[https://blog.csdn.net/zichen\_ziqi/article/details/80408465][https_blog.csdn.net_zichen_ziqi_article_details_80408465]
 *  【*机器学习*常见算法】[https://blog.csdn.net/weixin\_39012047/article/details/81915204][https_blog.csdn.net_weixin_39012047_article_details_81915204]
 *  【*机器学习*原理详解】[https://blog.csdn.net/fuhanghang/article/details/85218281][https_blog.csdn.net_fuhanghang_article_details_85218281]
 *  【*机器学习*算法 综述（入门）】[https://blog.csdn.net/qq\_41204464/article/details/92431679][https_blog.csdn.net_qq_41204464_article_details_92431679]
 *  【*机器学习*文献综述】[https://blog.csdn.net/a1742326479/article/details/81048473][https_blog.csdn.net_a1742326479_article_details_81048473]
 *  【*机器学习*1-*机器学习*中建模过程】[https://blog.csdn.net/wangzi11111111/article/details/80504873][https_blog.csdn.net_wangzi11111111_article_details_80504873]
 *  【*机器学习*（基本图像分类）】[https://blog.csdn.net/qq\_37598011/article/details/102853636][https_blog.csdn.net_qq_37598011_article_details_102853636]
 *  【*机器学习*算法集锦】[https://blog.csdn.net/xiangzhihong8/article/details/56049422][https_blog.csdn.net_xiangzhihong8_article_details_56049422]
 *  【*机器学习*算法简要】[https://blog.csdn.net/u013510838/article/details/84291176][https_blog.csdn.net_u013510838_article_details_84291176]
 *  【*机器学习*的13种算法和4种学习方法，推荐给大家】[https://blog.csdn.net/duozhishidai/article/details/82764044][https_blog.csdn.net_duozhishidai_article_details_82764044]
 *  【*机器学习*\-线性回归总结】[https://blog.csdn.net/fengxinlinux/article/details/86556584][https_blog.csdn.net_fengxinlinux_article_details_86556584]
 *  【*机器学习*之特征提取】[https://blog.csdn.net/Madazy/article/details/84036334][https_blog.csdn.net_Madazy_article_details_84036334]
 *  【python*机器学习*手写算法系列——线性回归】[https://blog.csdn.net/juwikuang/article/details/78420337][https_blog.csdn.net_juwikuang_article_details_78420337]
 *  【数学与*机器学习*的联系】[https://blog.csdn.net/tonglin12138/article/details/103188969][https_blog.csdn.net_tonglin12138_article_details_103188969]

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