├─{1}--零基础复习课
│&nBSp;&nBSp;├─{1}--Java基础复习课
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.1]--媒体资料库的故事.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.2]--继承.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.3]--子类父类关系.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.4]--子类父类关系II.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.5]--多态变量.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.6]--向上造型.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.7]--多态.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.8]--Object类.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.9]--DoME的新类型.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.10]--城堡游戏.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.11]--消除代码复制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.12]--封装.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.13]--可扩展性.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.14]--框架加数据.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{2}--MySQL基础复习课
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{1}--初识MySQL
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.1.3#--安装方式参考.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.1.4#--课程使用的命令.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.1.6#--课程用到的命令.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.1.8#--SQL基础教程.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.1.9#--课程SQL.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.1.1]--认识MySQL.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.1.2]--轻松安装MySQL.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.1.5]--MySQL数据库连接.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.1.7]--SQL语言入门.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{2}--MySQL数据类型
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.2.3#--课堂案例SQL.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.2.1]--MySQL数据类型(上).mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.2.2]--MySQL数据类型(下).mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{3}--MySQL数据对象
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.3.2#--MySQL数据对象教学案例SQL.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.3.1]--MySQL数据对象.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{4}--MySQL权限管理
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.4.2#--MySQL权限管理教学案例SQL.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.4.1]--MySQL权限管理.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{5}--实践课：数据库对象
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.5.3#--课程案例SQL.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.5.1]--数据库对象（上）.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.5.2]--数据库对象（下）.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{6}--SQL语言进阶
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.6.3#--课程涉及建表SQL（上）.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.6.4#--课程涉及建表SQL（下）.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.6.1]--SQL语言进阶（上）.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.6.2]--SQL语言进阶（下）.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{7}--内置函数
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.7.2#--内置函数教学案例SQL.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.7.1]--内置函数.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{8}--触发器与存储过程
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.8.2#--触发器与存储过程示例.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.8.1]--触发器与存储过程.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{9}--实践课：SQL进阶应用
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.9.3#--课程案例SQL.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.9.4#--课程用到的工具.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.9.1]--SQL进阶（上）.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.9.2]--SQL进阶（下）.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;└─{10}--MySQL程序开发
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;#2.10.3#--MySQL字符集案例SQL.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;#2.10.5#--Java程序连接MySQL代码示例.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;#2.10.7#--DAO框架代码示例.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[2.10.1]--MySQL字符集(上).mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[2.10.2]--MySQL字符集(下).mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[2.10.4]--程序连接MySQL.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[2.10.6]--DAO框架的使用.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{3}--linux快速入门（赵强老师）
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.2]--01-01-linux简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.3]--01-02-安装linux.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.4]--01-03-vi编辑器的使用.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.5]--01-04-文件目录的操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.6]--01-05-linux的权限管理.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.7]--01-06-在linux上安装JDK.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{4}--linux复习课
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{1}--第一节linux入门
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.1.1]--linux入门.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{2}--第二节linux的安装
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.2.1]--linux的安装.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{3}--第三节linux文件与目录结构
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.3.1]--linux文件与目录结构.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{4}--第四节linux的VI文件编写命令
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.4.1]--linux的vi文件编写命令.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{5}--第五节linux网络配置和系统管理操作
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.5.1]--查看网络IP和网关.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.5.2]--网络IP的修改IP和IP映射.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.5.3]--找回密码.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.5.4]--克隆配置.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{6}--第六节linux常用基本命令
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.1]--帮助命令.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.2]--ls和touch及mv命令.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.3]--linux命令文件删除修改拷贝权限管理.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.4]--日期类型.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.5]--用户组命令.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.6]--linux查找文件命令.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.7]--linux文件压缩和解压操作命令.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.8]--线程和分区方法.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6.9]--任务管理.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{7}--第七节linux软件包管理
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.7.1]--Liunx软件包管理.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;└─{8}--第八节Shell编程
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.8.1]--Shell概述.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.8.2]--Shell的变量.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.8.3]--Shell的传递参数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.8.4]--Shell的基本运算符.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.8.5]--Shell的流程控制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.8.6]--Shell的常用函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.8.7]--Shell的常用工具函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─{5}--python基础复习课
│&nBSp; &nBSp;&nBSp; &nBSp;├─{1}--开课前准备
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.1.1]--python下载与配置.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp; &nBSp;&nBSp; &nBSp;├─{2}--变量和数据类型
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.2.1]--变量.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.2.2]--初识数据类型.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp; &nBSp;&nBSp; &nBSp;├─{3}--数据类型
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3.1]--数字型.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3.2]--字符串.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3.3]--列表.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3.4]--元组.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3.5]--字典.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3.6]--集合.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp; &nBSp;&nBSp; &nBSp;├─{4}--程序控制
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.4.1]--布尔表达式.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.4.2]--if条件判断.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.4.3]--while循环.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.4.4]--for循环.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp; &nBSp;&nBSp; &nBSp;├─{5}--函数
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.5.1]--计算机的函数概念.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.5.2]--函数的定义和调用.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp; &nBSp;&nBSp; &nBSp;└─{6}--类
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;[5.6.1]--类的概念.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;[5.6.2]--类的使用.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;[5.6.3]--self的使用.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;
├─{2}--HADoop
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{1}--HADoop背景知识与起源
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#1.1#--【下载】课程中的安装包.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.3]--1.1.1-HADoop课程概述.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.4]--1.1.2-实验环境简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.5]--1.1.3-大数据中几个基本概念.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.6]--1.1.4-Google的基本思想.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.7]--1.1.5-Google的论文一GFS.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.8]--1.1.6-Google的论文二MaPreduce.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.9]--1.1.7-Google的论文三BiGTable.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{2}--搭建HADoop环境
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.8#--【下载】HADoop环境搭建实验步骤.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.2]--1.2.1-HADoop的目录结构.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.3]--1.2.2-搭建HADoop的本地模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.4]--1.2.3-搭建HADoop的伪分布模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.5]--1.2.4-免密码登录的原理和配置.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.6]--1.2.5-搭建HADoop的全分布模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{3}--HADoop的体系架构
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.2]--1.3.1-HADoop的体系架构概述.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.3]--1.3.2-NAMeNode的职责.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.4]--1.3.3-DataNode的职责.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.5]--1.3.4-SecondaryNAMeNode的职责.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.6]--1.3.5-Yarn的体系架构和任务调度过程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.7]--1.3.6-Yan的资源分配方式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.8]--1.3.7-HBase的体系架构简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.9]--1.3.8-主从架构的单点故障问题及其解决方案.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{4}--HDFS
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.2]--1.4.1.HDFS课程概述.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.3]--1.4.2-通过WebConsole访问HDFS.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.4]--1.4.3-通过命令行操作HDFS.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.5]--1.4.4-使用JavaAPI创建HDFS目录和HDFS的权限.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6]--1.4.5-使用JavaAPI上传和下载数据.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.7]--1.4.6-使用JavaAPI获取HDFS的元信息.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.8]--1.4.7-HDFS数据上传的过程和原理.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.9]--1.4.8-HDFS数据下载的过程和原理.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.10]--1.4.9-HDFS的回收站.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.11]--1.4.10-HDFS的配额.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.12]--1.4.11-HDFS的快照.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.13]--1.4.12-HDFS的安全模式和权限.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.14]--1.4.13-HDFS集群简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.15]--1.4.14-HDFS的底层原理之代理对象.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.16]--1.4.15-使用代理对象实现数据库的连接池.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.17]--1.4.16-什么是RPC.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{5}--MaPreduce
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#5.28#--【直播笔记】第一阶段小结.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.2]--1.5.1-MaPreduce课程概述.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3]--1.5.2-分析WordCount数据处理的过程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.4]--1.5.3-开发自己的WordCount程序.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.5]--1.5.4-分析求每个部门工资总额的数据处理流程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.6]--1.5.5-开发MaPreduce求每个部门的工资总额.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.7]--1.5.6-HADoop的序列化机制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.8]--1.5.7-序列化案例求每个部门的工资总额.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.9]--1.5.8-数字的排序.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.10]--1.5.9-字符串的排序.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.11]--1.5.10-对象的排序.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.12]--1.5.11-什么是分区.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.13]--1.5.12-分区的案例-根据部门号建立分区.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.14]--1.5.13-什么是Combiner.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.15]--1.5.14-什么是Shuffle.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.16]--1.5.15-数据去重.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.17]--1.5.16-关系型数据库中的多表查询.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.18]--1.5.17-分析等值连接的数据处理过程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.19]--1.5.18-实现等值连接的MaPreduce程序.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.20]--1.5.19-分析自连接的数据处理过程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.21]--1.5.20-实现MaPreduce的自连接.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.22]--1.5.21-分析倒排所有的数据处理流程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.23]--1.5.22-实现倒排索引的MaPreduce程序.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.24]--1.5.23-使用MRUnit进行单元测试.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.25]--1.5.24-第一个阶段小结.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.27]--【直播8月30日】HADoop第一阶段.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{6}--Hbase
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#6.9#--【补充】hAMcrest-core-1.3.jar.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.2]--1.6.1-NoSQL数据库简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.3]--1.6.2-HBase的体系架构和表结构.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.4]--1.6.3-搭建HBase的本地模式和伪分布模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.5]--1.6.4-搭建HBase的全分布环境和HA.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.6]--1.6.5-HBase在Zookeeper中保存的数据和HA演示.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.7]--1.6.6-通过命令行操作HBase.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.8]--1.6.7-使用Java操作HBase.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.10]--1.6.8-HBase数据保存的过程和Region的分裂.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.11]--1.6.9-HBase的过滤器.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.12]--1.6.10-HBase上的MaPreduce.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{7}--Hive
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.2]--1.7.1-数据分析引擎和Hive简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.3]--1.7.2-Hive的体系架构.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.4]--1.7.3-搭建Hive的嵌入模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.5]--1.7.4-搭建Hive的本地模式和远程模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.6]--1.7.5-Hive的内部表.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.7]--1.7.6-Hive的分区表.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.8]--1.7.7-Hive的外部表.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.9]--1.7.8-Hive的桶表和视图.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.10]--1.7.9-Hive的查询.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.11]--1.7.10-Hive的Java客户端.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.12]--1.7.11-Hive的自定义函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{8}--Pig
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.2]--1.8.1-Pig简介和安装配置.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.3]--1.8.2-Pig的常用命令.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.4]--1.8.3-Pig的数据模型.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.5]--1.8.4-使用PigLatin语句处理数据.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.6]--1.8.5-Pig的自定义运算函数和自定义过滤函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.7]--1.8.6-Pig的自定义加载函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{9}--Sqoop
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.2]--1.9.1-数据采集引擎和准备实验环境.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.3]--1.9.2-Sqoop的原理和安装配置.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.4]--1.9.3-使用Sqoop采集数据.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{10}--Zookeeper与HA
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.2]--1.10.1-主从架构的单点故障问题.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.3]--1.10.2-Zookeeper简介和体系架构.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.4]--1.10.3-搭建Zookeeper的Standalone模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.5]--1.10.4-利用Zookeeper实现分布式锁的秒杀.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.6]--1.10.5-搭建Zookeeper集群和DEMO演示.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.7]--1.10.6-HADoop的HA架构.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.8]--1.10.7-配置实现HADoop的HA.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.9]--1.10.8-什么是HDFS的联盟.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.10]--1.10.9-搭建HDFS的联盟.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{11}--HUE
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[11.2]--1.11.1-HUE简介和DEMO.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[11.3]--1.11.2-安装所需的rpm包.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[11.4]--1.11.3-配置HUE.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[11.5]--1.11.4-第二阶段小节.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{12}--Flume
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{1}--课前准备
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#12.1.1#--【下载】软件安装包.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#12.1.3#--【下载】笔记&AMp;代码.pdf
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{2}--Flume基本概念
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.2.1]--12.1.1什么是Flume，为什么需要FLume.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.2.2]--12.1.2FlumeAgent的内部原理.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.2.3]--12.1.3Flume之间的相互通信.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.2.4]--12.1.4Flume的环境安装.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{3}--Flume的源Source
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.3.1]--12.2.1源Source介绍.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.3.2]--12.2.2Netcat源Source.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.3.3]--12.2.3exec源Source.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.3.4]--12.2.4avro源Source.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{4}--Flume的Channel
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.4.1]--12.3.1事物工作流.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.4.2]--12.3.2内存Channel.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{5}--Flume的Sink
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.5.1]--12.4.1Sink的生命周期.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.5.2]--12.4.2HDFSSink.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.5.3]--12.4.3HDFSSink实战.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;├─{6}--Flume的拦截器Channel和Sink组
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.6.1]--12.5.1拦截器.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.6.2]--12.5.2Channel选择器.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[12.6.3]--12.5.3Sink组.mp4
│&nBSp;&nBSp;│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;│&nBSp;&nBSp;└─{7}--Flume实战案例
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [12.7.1]--12.6.0实战案例介绍.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [12.7.2]--12.6.1实战案例1.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [12.7.3]--12.6.2实战案例2.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [12.7.4]--12.6.3实战案例3.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [12.7.5]--12.6.4实战案例4.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [12.7.6]--12.6.5实战案例5.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─{14}--直播课
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;[14.1]--HADoop第二阶段直播.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─{3}--NoSQL数据库
│&nBSp;&nBSp;├─{1}--Redis
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.2]--2.1.1-Redis简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.3]--2.1.2-Redis的安装配置和基本操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.4]--2.1.3-Redis数据类型和案例分析.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.5]--2.1.4-Redis的事务.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.6]--2.1.5-Redis的锁机制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.7]--2.1.6-Redis的消息机制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.8]--2.1.7-RDB的持久化.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.9]--2.1.8-AOF的持久化.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.10]--2.1.9-Redis主从复制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.11]--2.1.10.Redis的分片.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.12]--2.1.11-Redis的HA哨兵机制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#1.13#--【下载】部署RedisCluster.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.14]--2.1.12-RedisCluster.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─{2}--MonGoDB
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.2]--3.1.1-MonGoDB简介.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.3]--3.1.2-MonGoDB的安装和配置.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.4]--3.1.3-MonGoDB的体系架构.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.5]--3.1.4-使用MonGoShell.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.6]--3.1.5-使用MonGoShell的启动配置文件.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.7]--3.1.6-MonGoShell的基本操作和数据类型.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.8]--3.1.7-使用MonGoDB的Web控制台.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.9]--3.1.8-MonGoDB的CRUD操作.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [2.10]--3.1.9-MonGoDB的批处理.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─{4}--Kafka
│&nBSp;&nBSp;├─{2}--Kafka理论
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.1]--3.1.1什么是Kafka.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.2]--3.1.2kafka的TOPic.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.3]--3.1.3Kafka的Brokers.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.4]--3.1.4Kafka的主题复制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{3}--Kafka环境安装
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.1]--3.2.1安装Kafka（Ubuntu）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.2]--3.2.2安装kafka（Centos）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.3]--3.2.3安装kafka（Windows）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.4]--3.2.4安装kafka（Confluent）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{4}--Kafka的生产者消费者
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.1]--3.3.1Kafka的生产者命令.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.2]--3.3.2kafka的消费key.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.3]--3.3.3Kafka的消费者.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.4]--3.3.4Broker发现和zk.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{5}--Kafka的命令行使用
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.1]--3.4.1TOPic相关.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.2]--3.4.2生产者相关.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3]--3.4.3消费者相关.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.4]--3.4.4offset部分.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.5]--3.4.5图形UI.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{6}--Kafka的生产者开发API
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.1]--3.5.1Kafka开发环境准备.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.2]--3.5.2生产者模型.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.3]--3.5.3生产者的序列化.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.4]--3.5.4生产者的自定义分区.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{7}--Kafka的消费者API
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.1]--3.6.1.1JavaAPI介绍（一）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.2]--3.6.1.2JavaAPI介绍（二）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.3]--3.6.1.3JavaAPI介绍（三）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.4]--3.6.1.4JavaAPI介绍（四）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.5]--3.6.2.1API同步异步接收（一）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.6]--3.6.2.2-3API同步异步接收（二、三）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.7]--3.6.2.4API同步异步接收（四）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.8]--3.6.2.5API同步异步接收（五）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.9]--3.6.3.1组协调器和反序列化（一）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.10]--3.6.3.2组协调器和反序列化（二）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.11]--3.6.3.3组协调器和反序列化（三）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.12]--3.6.3.4组协调器和反序列化（四）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{8}--Kafka的连接器
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.1]--3.7.1Kafka的Connect功能.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.2]--3.7.2.1Kafka的Connect使用（一）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.3]--3.7.2.2kafka的Connect使用（二）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.4]--3.7.2.3Kafka的Connect使用（三）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{9}--Kafka的流处理
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.1]--3.8.1Kafka的流基本组件.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.2]--3.8.2流操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.3]--3.8.3.1流编程实战上（一）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.4]--3.8.3.2流编程实战上（二）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.5]--3.8.3.3流编程实战上（三）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.6]--3.8.3.4流编程实战上（四）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.7]--3.8.4.1流编程实战下（一）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.8]--3.8.4.2流编程实战下（二）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.9]--3.8.4.3流编程实战下（三）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.10]--3.8.4.4流编程实战下（四）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.11]--3.8.4.5流编程实战下（五）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.12]--3.8.4.6流编程实战下（六）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{10}--Kafka的架构注册表和Ksql
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.1]--3.9.1.1Java的Avro（一）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.2]--3.9.1.2Java的Avro（二）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.3]--3.9.1.3Java的Avro（三）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.4]--3.9.2.1Kafka注册表（一）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.5]--3.9.2.2kafka注册表（二）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.6]--3.9.2.3Kafka注册表（三）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.7]--3.9.2.4Kafka注册表（四）.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.8]--3.9.3Ksql.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─{11}--Kafka的运维管理
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[11.1]--3.10.1Kafka的安全性.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[11.2]--3.10.2.1Kafka的集群和容灾（一）.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[11.3]--3.10.2.2kafka的集群和容灾（二）.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[11.4]--3.10.3Kafka的监控.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─{5}--Scala
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{1}--scala概述
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#1.1#--Scala语言基础PDF下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#1.3#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.2]--Scala开发环境准备.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.4]--2.1.1scala概述-01Scala概述.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.5]--2.1.2scala概述-02开发环境.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[1.6]--2.1.3scala概述-03包的引入和定义.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{2}--scala基础语法
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#2.1#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.2]--2.2.1scala基础语法-01变量与常量.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.3]--2.2.2scala基础语法-02常用数据类型.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.4]--2.2.3scala基础语法-03字符串常用操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.5]--2.2.4scala基础语法-04正则表达式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.6]--2.2.5scala基础语法-05文件读写.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{3}--scala运算符
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#3.1#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.2]--2.3.1scala运算符.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{4}--Scala程序控制结构
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#4.1#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.2]--2.4.1Scala程序控制结构.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{5}--Scala函数
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#5.1#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.2]--2.5.1Scala函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{6}--面向对象(基础)
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#6.6#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.1]--2.6.1面向对象(基础)-01类和对象.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.2]--2.6.2面向对象(基础)-02构造器.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.3]--2.6.3面向对象(基础)-03继承.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.4]--2.6.4面向对象(基础)-04匿名子类.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.5]--2.6.5面向对象(基础)-05抽象.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{7}--面向对象(高级)
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#7.3#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.1]--2.7.1面向对象(高级)-01特质.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.2]--2.7.2面向对象(高级)-02隐式转换.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{8}--数据结构(基础)
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#8.5#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.1]--2.8.1数据结构(基础)-01数组.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.2]--2.8.2数据结构(基础)-02元组.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.3]--2.8.3数据结构(基础)-03列表.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.4]--2.8.4数据结构(基础)-04集合.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{9}--数据结构(高级)
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#9.1#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.2]--2.9.1数据结构(高级)-01映射.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.3]--2.9.2数据结构(高级)-02拉链操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.4]--2.9.3数据结构(高级)-03迭代器.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[9.5]--2.9.4数据结构(高级)-04并行集合.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{10}--scala函数式编程
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#10.1#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.2]--2.10.1scala函数式编程-01模式匹配.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.3]--2.10.2scala函数式编程-02样例类.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.4]--2.10.3scala函数式编程-03匿名函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.5]--2.10.4scala函数式编程-04带函数参数和闭包.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.6]--2.10.5scala函数式编程-05return表达式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.7]--2.10.6scala函数式编程-06偏函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.8]--2.10.7scala函数式编程-07柯里化.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[10.9]--2.10.8scala函数式编程-08高阶函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{11}--类型参数
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;#11.1#--随堂源代码下载.pdf
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[11.2]--2.11.1类型参数-01泛型类.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[11.3]--2.11.2类型参数-02泛型函数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[11.4]--2.11.3类型参数-03类型边界.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[11.5]--2.11.4类型参数-04视图界定.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─{12}--scala设计模式
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;#12.1#--随堂源代码下载.pdf
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[12.2]--2.12.1scala设计模式-01创建型.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[12.3]--2.12.2scala设计模式-02结构型.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[12.4]--2.12.3scala设计模式-03行为型-值对象和空对象.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;[12.5]--2.12.4scala设计模式-04行为型-策略和责任链等.mp4
│
├─{6}--Spark
│&nBSp;&nBSp;├─{2}--Spark基本概念
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.1]--4.1.1Spark起源和功能介绍.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.2]--4.1.2Spark环境的准备和软件下载.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.3]--4.1.3Ubuntu环境下的安装.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.4]--4.1.4CentOS环境下的安装.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.5]--4.1.5Windows环境下的安装.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.6]--4.1.6IntelliJ环境下Scala程序运行Spark.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.7]--4.1.7搭建PySpark的开发环境.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.8]--4.1.8云环境的使用.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{3}--基本RDD
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.1]--4.2.1rdd的介绍.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.2]--4.2.2rdd实战课程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.3]--4.2.3Flatmap案例使用.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.4]--4.2.4集合操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.5]--4.2.5Action如何使用.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.6]--4.2.6cache和分区功能.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{4}--PAIrRDD
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.10]--4.3.10广播变量.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.11]--4.3.11累加器.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.1]--4.3.1PAIrRdd的map和filter.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.2]--4.3.2reducebykey和grouPBykey.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.3]--4.3.3Keyby和countbykey.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.4]--4.3.4combinebykey.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.5]--4.3.5aggregatebykey.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6]--4.3.6foldbykey.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.7]--4.3.7sortbykey.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.8]--4.3.8join.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.9]--4.3.9partition.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{5}--DatafrAMe基础
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.1]--4.4.1什么是Spark的DatafrAMe.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.2]--4.4.2什么是DatafrAMe的数据类型.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{6}--DatafrAMe进阶
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.1]--4.5.1什么是SparkDF的聚合和连接.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.2]--4.5.2什么是SparkDF的链接.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{7}--SparkSQL
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.1]--4.6.1什么是SparkSQL.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.2]--4.6.2什么是Spark的数据源.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{8}--Spark集群管理
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.1]--4.7.1Spark大数据集群环境准备.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.2]--4.7.2spark-suBMit使用.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.3]--4.7.3sparkonyarn使用.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[8.4]--4.7.4spark性能调优和监控.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─{9}--Spark流处理
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [9.1]--4.8.1sparkstreAM介绍.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [9.2]--4.8.2DStreAMAPI使用.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [9.3]--4.8.3StructureStreAM的使用.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [9.4]--4.8.4Spark流和Kafka联动.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [9.5]--4.8.5流处理的时间窗口.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─{7}--Storm
│&nBSp;&nBSp;├─{2}--Storm基础
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.1]--5.1.1-大数据实时计算框架简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.2]--5.1.2-Storm的体系架构.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.3]--5.1.3-Storm的伪分布模式的搭建.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.4]--5.1.4-Storm的全分布模式和HA.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.5]--5.1.5-Storm的DEMO演示-单词计数.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.6]--5.1.6-Storm在Zookeeper中保存的数据.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{3}--Storm应用开发
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.1]--5.2.1-WordCount数据流动的过程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.2]--5.2.2-开发自己的Storm的WordCount程序.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.3]--5.2.3-部署和运行Storm任务.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.4]--5.2.4-Storm任务执行的过程.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.5]--5.2.5-Storm内部通信的机制.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─{4}--集成Storm
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.1]--5.3.1-典型的实时计算系统的架构.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.2]--5.3.2-集成Storm与Redis.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.3]--5.3.3-集成Storm与HDFS.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [4.4]--5.3.4-集成Storm与HBase.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
├─{8}--Flink
│&nBSp;&nBSp;├─{2}--Flink基础
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.1]--6.1.1-Flink的简介.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.2]--6.1.2-Flink的体系架构.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.3]--6.1.3-部署Flink的Standalone的模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.4]--6.1.4-Flink-On-Yarn的两种模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.5]--6.1.5-Flink-on-Yarn的两种模式的区别.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.6]--6.1.6-Flink-On-Yarn的内部实现.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.7]--6.1.7-Flink的HA.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.8]--6.1.8-FlinkUI界面介绍.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.9]--6.1.9-Flink的分布式缓存.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[2.10]--6.1.10-对比各种流式计算引擎.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{3}--Flink入门开发案例
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.1]--6.2.1-Flink批处开发.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.2]--6.2.2-Flink流处理开发.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.3]--6.2.3-使用Flink-Scala-Shell.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[3.4]--6.2.4-Flink的并行度分析.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{4}--Flink的DataSetAPI
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.1]--6.3.1-map和flatMap和mAPPartition.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.2]--6.3.2-filter与distinct.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.3]--6.3.3-Join操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.4]--6.3.4-笛卡尔积.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.5]--6.3.5-First-N分析.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[4.6]--6.3.6-外连接操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{5}--Flink的DataStreAMAPI
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.1]--6.4.1-基本的数据源示例.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.2]--6.4.2-自定义数据源.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.3]--6.4.3-内置的Connector.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.4]--6.4.4-DataStreAM的转换操作.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[5.5]--6.4.5-DataSink.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{6}--Flink高级特性
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.1]--6.5.1-广播变量.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[6.2]--6.5.2-累加器和计数器.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;├─{7}--状态管理和恢复
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.1]--6.6.1-状态State.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.2]--6.6.2-检查点的配置.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.3]--6.6.3-State的后端存储模式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.4]--6.6.4-修改StateBackend的两种方式.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;[7.5]--6.6.5-重启策略.mp4
│&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
│&nBSp;&nBSp;└─{8}--FlinkTable&AMp;SQL
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [8.1]--6.7.1-Flink的Table和SQL简介.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [8.2]--6.7.2-使用TableAPI.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [8.3]--6.7.3-使用FlinkSQL.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; [8.4]--6.7.4-使用FlinkSQLClient.mp4
│&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;
└─{9}--网易有道项目案例
&nBSp; &nBSp; ├─{1}--平台介绍
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[1.2]--1.1.1-平台介绍.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;
&nBSp; &nBSp; ├─{2}--系统架构和设计
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.1]--1.2.1-平台架构.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.2]--1.2.2-日志原始数据输入.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.3]--1.2.3-业务数据输入.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.4]--1.2.4-日志数据源生成.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.5]--1.2.5-日志数据源存储到预聚合数据库Druid.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.6]--1.2.6-日志数据源存储到Hive数据库.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.7]--1.2.7-基本KPI指标的计算.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.8]--1.2.8-数仓任务调度系统.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;[2.9]--1.2.9-数据展示.mp4
&nBSp; &nBSp; │&nBSp; &nBSp;&nBSp; &nBSp;
&nBSp; &nBSp; └─{3}--案例
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;│&nBSp;&nBSp;#3.1#--【资料下载】作业百度链接地址.pdf
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;│&nBSp;&nBSp;[3.2]--1.3.1-NPS报告.mp4
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;│&nBSp;&nBSp;[3.3]--1.3.2-渠道留存报告.mp4
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;│&nBSp;&nBSp;
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;├─NPS作业
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;nPS_data_sort.zIP
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;数据导出指导.txt
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;数据装入指导.txt
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;│&nBSp; &nBSp;&nBSp; &nBSp;
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp;&nBSp;└─渠道留存率作业
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; remAIn_data.zIP
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 数据导出指导.txt
&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp;&nBSp; &nBSp; 数据装入指导.txt

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