楼主: igs816
3645 59

[其他] Pandas for Everyone: Python Data Analysis (rough cuts 版)   [分享]

泰斗

1%

还不是VIP/贵宾

-

威望
9
论坛币
2400020 个
通用积分
17340.8224
学术水平
2667 点
热心指数
3383 点
信用等级
2489 点
经验
443225 点
帖子
5206
精华
52
在线时间
2863 小时
注册时间
2007-8-6
最后登录
2019-11-20

igs816 在职认证  发表于 2017-6-18 17:18:08 |显示全部楼层
Pandas for Everyone - Python Data Analysis.jpg

English | 2017 | ISBN-10: 0134546938 | 161 pages | PDF | 2.83 Mb
This tutorial teaches everything you need to get started with Python programming for the fast-growing field of data analysis. Daniel Chen tightly links each new concept with easy-to-apply,relevant examples from modern data analysis.

Unlike other beginner's books, this guide helps today's newcomers learn both Python and its popular Pandas data science toolset in the context of tasks they'll really want to perform. Following the proven Software Carpentry approach to teaching programming, Chen introduces each concept with a simple motivating example, slowly offering deeper insights and expanding your ability to handle concrete tasks.

Each chapter is illuminated with a concept map: an intuitive visual index of what you'll learn – and an easy way to refer back to what you've already learned. An extensive set of easy-to-read appendices help you fill knowledge gaps wherever they may exist. Coverage includes:

Setting up your Python and Pandas environment
Getting started with Pandas dataframes
Using dataframes to calculate and perform basic statistical tasks
Plotting in Matplotlib
Cleaning data, reshaping dataframes, handling missing values, working with dates, and more
Building basic data analytics models
Applying machine learning techniques: both supervised and unsupervised
Creating reproducible documents using literate programming techniques
注:此版并非完全版

本帖隐藏的内容

Pandas for Everyone - Python Data Analysis.pdf (2.83 MB)


关键词:Everyone Analysis Analysi Analys pandas everything examples relevant English popular

已有 5 人评分经验 论坛币 学术水平 热心指数 信用等级 收起 理由
bertonwatson + 1 + 1 + 1 奖励积极上传好的资料
accumulation + 100 + 1 + 1 + 1 精彩帖子
fantuanxiaot + 55 + 55 精彩帖子
oliyiyi + 100 精彩帖子
晓七 + 50 奖励积极上传好的资料

总评分: 经验 + 305  论坛币 + 55  学术水平 + 2  热心指数 + 2  信用等级 + 2   查看全部评分

本帖被以下文库推荐

stata SPSS
gbkuce 发表于 2017-6-18 17:22:03 |显示全部楼层
很好很隔离哦!
回复

使用道具 举报

ekscheng 发表于 2017-6-18 18:05:32 |显示全部楼层
回复

使用道具 举报

smartlife 在职认证  发表于 2017-6-18 18:30:39 |显示全部楼层
回复

使用道具 举报

kavakava 在职认证  发表于 2017-6-18 19:14:16 |显示全部楼层
Thanks
回复

使用道具 举报

MouJack007 发表于 2017-6-18 19:20:32 |显示全部楼层
谢谢楼主分享!
回复

使用道具 举报

MouJack007 发表于 2017-6-18 19:21:47 |显示全部楼层
回复

使用道具 举报

pertain 在职认证  发表于 2017-6-18 22:06:02 |显示全部楼层
thanks for sharing
回复

使用道具 举报

bearfighting 发表于 2017-6-18 23:33:50 |显示全部楼层
这是啥版 啊
回复

使用道具 举报

晓七 在职认证  发表于 2017-6-19 00:26:58 |显示全部楼层
谢谢分享。
回复

使用道具 举报

您需要登录后才可以回帖 登录 | 我要注册

京ICP备16021002-2号 京B2-20170662号 京公网安备 11010802022788号 论坛法律顾问:王进律师 知识产权保护声明   免责及隐私声明

GMT+8, 2019-11-21 07:27