2017大数据、数据分析学习资料合集(含学习路线图)

给大家整理一下本年度一些优质的文章,根据大数据相关的知识点一个个整理的,整理的内容包括知识点普及、学习书籍、学习路线图、学习笔记、学习资料、学习视频等等。

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给大家整理一下本年度一些优质的文章,根据大数据相关的知识点一个个整理的,整理的内容包括知识点普及、学习书籍、学习路线图、学习笔记、学习资料、学习视频等等。

 AI时代就业指南

未来已来:AI时代就业指南

AI时代就业指南:计算机、统计完全零基础,到底能不能学数据分析?

AI时代就业指南:数据科学人才成长之路

AI时代就业指南:Java 程序员如何转行做大数据?

AI时代就业指南:企业在招什么样的大数据工程师?

AI时代就业指南:女生适合做数据分析吗?

AI时代就业指南:数据挖掘工程师成长之路

AI时代就业指南:数学专业,你看不见的前尘似锦

AI时代就业指南:数据挖掘入门与指南

AI时代就业指南:普通程序员如何转向AI方向

AI时代就业指南:作为大数据从业人员,如何写好一份可堪入目的简历?

 

大数据

【入门】大数据行业如何入门-书籍、工具、案例(问题集锦)

【工具】2017 年你应该学习的编程语言、框架和工具

【资料】史上最全的“大数据”学习资源(上)

【资料】史上最全的“大数据”学习资源(下)

【路线图】大数据工程师学习路线图

【路线图】2017年最全的数据科学学习计划

【就业】2016年数据科学薪酬大盘点

【学习群】数据挖掘-机器学习

 

 

数据分析

【入门】数据分析那些事(数据分析师入门必看)

【职业】数据分析与数据挖掘类的职位必备技能

【职业】与大数据相关的工作职位有哪些?

【路线图】数据分析师学习路线图

【路线图】数据科学学习路线图

【书单】数据分析师的必读书单

【学习群】人人都是数据咖

 

 

统计学

【书单】统计学入门经典书单

【视频】大数据统计学基础

【学习群】大数据-统计分析 

 

SQL

【文章】实用SQL语句大全

【笔记】SQL学习点滴合集

【视频】13次课了解sql2008的故事

 

Python

【教程】python快速教程

【文章】python爬虫实战

【文章】Python-pandas技巧系(量化小讲堂) 

【路线图】python学习路线图

【路线图】Python大数据学习之路

【资料】python机器学习入门资料梳理

【视频】Python入门:数据分析与数据挖掘

【课程】Python进阶:数据挖掘实战

【学习群】Python数据挖掘-初级

【学习群】Python数据挖掘-高级

 

R

【文章】R语言知识体系 

【文章】怎样学习R(上、下)  

【文章】ggplot2绘图入门系列

【文章】R利剑NoSQL系列文章

【文章】R语言常用数据挖掘包

【路线图】R语言学习路线图 

【视频】R学习免费学习视频

【课程】R语言入门

【课程】R语言实战

【课程】机器学习与R语言实践

【课程】R语言量化交易

【工具】全球最火的R工具包一网打尽,超过300+工具,还在等什么?

【学习群】R语言数据挖掘-初级

【学习群】R语言数据挖掘-中高级

 

 

Hadoop

【文章】Hadoop学习路线图

【文章】RHadoop实践系列文章

【教程】Spark入门实战系列教程

【课程】大数据实战工具Spark

【学习群】大数据-hadoop-spark

 

数据挖掘/机器学习

【入门】机器学习和数据挖掘推荐书单

【路线图】R语言学习路线图及R数据挖掘包

【路线图】Python数据分析和数据挖掘学习路线图

【路线图】机器学习路线图

【资料】近200篇机器学习&深度学习资料

【学习群】大数据-机器学习

近期课程推荐

《数据科学与大数据技术》训练营-数据分析&数据挖掘方向-周末班

《数据科学与大数据技术》训练营-数据分析&数据挖掘方向-初级-上海班

《数据科学与大数据技术训练营》大数据开发工程师-初级

【SAS 信用违约模型与风险控制】- 深圳10月14日现场班

原创文章,作者:PPV课,如若转载,请注明出处:http://www.ppvke.com/Blog/archives/27665

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