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kaggle资料整理

Last updated at Posted at 2020-04-02

#大赛经验分享

はじめてのKaggle(kaggle①)
https://qiita.com/sudominoru/items/0290b09c6a9cfabd7d20

Kaggle&天池比赛经验
https://blog.csdn.net/qq_35571554/article/details/84850323

Kaggle,天池 等数据比赛经验总结
https://blog.csdn.net/qq_24598387/article/details/85113010

分分钟带你杀入Kaggle Top 1%
https://zhuanlan.zhihu.com/p/27424282

数据(机器学习/深度学习)竞赛平台——Kaggle
https://blog.csdn.net/g11d111/article/details/77164074

Kaggle 首战拿银总结 | 入门指导 (长文、干货)
https://blog.csdn.net/jdbc/article/details/72468001

#Sklearn

使用sklearn做单机特征工程
https://www.cnblogs.com/jasonfreak/p/5448385.html

使用sklearn优雅地进行数据挖掘
https://www.cnblogs.com/jasonfreak/p/5448462.html

Python之Sklearn使用教程
https://blog.csdn.net/XiaoYi_Eric/article/details/79952325

【手把手教你】玩转机器学习 Sklearn
https://blog.csdn.net/ndhtou222/article/details/100148295

#PyTorch

PyTorch 入門!人気急上昇中のPyTorchで知っておくべき6つの基礎知識
https://www.codexa.net/pytorch-python/

深度学习之PyTorch实战(1)——基础学习及搭建环境
https://www.cnblogs.com/wj-1314/p/9830950.html

深度学习之PyTorch实战(2)——神经网络模型搭建和参数优化
https://www.cnblogs.com/wj-1314/p/9838866.html

深度学习之PyTorch实战(3)——实战手写数字识别
https://www.cnblogs.com/wj-1314/p/9842719.html

详解 MNIST 数据集
https://blog.csdn.net/simple_the_best/article/details/75267863

#其他
统计学常用概念:T检验、F检验、卡方检验、P值、自由度
https://blog.csdn.net/mydear_11000/article/details/51576564

【決定版】年間1万人が学ぶ「心理学NLPとは?」NLPが仕事、人生、人間関係で使える理由
https://life-and-mind.com/aboutnlp-4590

深度学习 (人工神经网络的研究的概念)
https://baike.baidu.com/item/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/3729729

深度学习详解
https://baike.baidu.com/tashuo/browse/content?id=d4c4e5133c22d037e28f6be7&lemmaId=3729729&fromLemmaModule=pcBottom

机器学习加深了“知识”和“理解”之间的鸿沟
https://baike.baidu.com/tashuo/browse/content?id=d0746a7dd140e7e3262632ee&lemmaId=3729729&fromLemmaModule=pcBottom

深入学习卷积神经网络(CNN)的原理知识
https://www.cnblogs.com/wj-1314/p/9754072.html

深度学习专栏(hanbingtao)
深度学习基础(1)——感知器
https://www.zybuluo.com/hanbingtao/note/433855

零基础入门深度学习(3) - 神经网络和反向传播算法
全代码实现手写字体识别(不用现有类库pytorch,numpy)
https://www.zybuluo.com/hanbingtao/note/476663

爬虫福利一
https://blog.csdn.net/PY0312/article/details/100744842

爬虫福利二
https://blog.csdn.net/PY0312/article/details/101087356

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