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终极MySQL实战营:从SQL小白到高手

这门课解决的是什么问题 很多人对 MySQL 的掌握停留在「会写 SELECT、会 JOIN 两张表」的程度,一旦遇到排名、累计求和、同比环比、分组取前几名这类需求,就只能靠子查询硬拼或者把数据拉到代码里处理。这套内容针对的正是这个断层:它把窗口函数作为主线之一,配合查询逻辑的拆解,让你在数据库层面

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这门课解决的是什么问题

很多人对 MySQL 的掌握停留在「会写 SELECT、会 JOIN 两张表」的程度,一旦遇到排名、累计求和、同比环比、分组取前几名这类需求,就只能靠子查询硬拼或者把数据拉到代码里处理。这套内容针对的正是这个断层:它把窗口函数作为主线之一,配合查询逻辑的拆解,让你在数据库层面就能把复杂分析做掉,而不是把压力丢给后端代码或 Excel。

它适合的场景很具体:报表统计、订单与用户行为分析、后台管理系统的数据聚合、面试中被追问「怎么取每个部门薪资第二高」这类题。如果你现在写 SQL 主要靠搜索和试错,写完也不确定性能如何,这门课的内容会对得上。

适合什么基础,先看哪几块

门槛不高,但也不是零基础。你至少要知道表、字段、主键是什么,能独立写出带 WHERE 和 ORDER BY 的查询,理解 LEFT JOIN 和 INNER JOIN 的区别。如果连这些还没摸过,建议先花几天补上基础语法再进来,否则窗口函数部分会跟得吃力。

建议的观看顺序不是从第一个视频顺着播。可以先看窗口函数那一块,因为这是整套内容里最能立刻改变你写 SQL 方式的部分:从 OVER() 的基本结构,到 PARTITION BY 分组、ORDER BY 排序,再到 RANK、DENSE_RANK、ROW_NUMBER 三者的差异,以及 NTILE 做分桶。这几组函数搞明白,你处理「分组内排名」「连续区间划分」的效率会有明显变化。看完视频后立刻回到自己的库或练习环境里重写一遍,比反复看讲解有效得多。

学完能独立做什么,资料怎么配合

学完之后,你应该能独立完成这些事:用一条 SQL 取每个分类下销量前三的商品;算出每个用户按时间的累计消费额;对比本月与上月的数据变化;给数据打上分位标签用于分层运营。这些不需要再借助临时表或外部脚本。

资料里的视频和字幕适合第一遍理解概念,但真正起作用的是动手环节。建议每看完一个函数,就在练习库里造一张小表,故意造出重复值和平局,观察不同排名函数返回的结果差异——这是最容易记混、也最容易被面试问到的点。配套的代码文件可以用来对照自己的写法,但不要直接复制运行,先自己写一遍再比对。

整体来看,这是一套偏实操的内容,不承诺学完就能拿高薪,但能实打实减少你写复杂查询时的时间。如果你正卡在「基础语法都会、复杂统计不会」这个阶段,值得花时间过一遍。

课程目录

第 1 部分1234 集
  • 16 - Window Functions
  • 16 - Window Functions资料.zip
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  • 15 CODE.html
  • [283.0 B] 0
  • 01 Important Note (please read).html
  • [538.0 B] 009 RANK().mp4
  • [76.7 MB] external-links.txt [71.0 B] 0
  • 12 NTILE()_en.srt [6.0 KB] 0
  • 02 Introducing Window Functions_en.srt [13.0 KB] 0
  • 07 ORDER BY with Windows_en.srt [10.6 KB] 0
  • 02 Introducing Window Functions.srt [8.7 KB] 0
  • 10 DENSE_RANK, & ROW_NUMBER().mp4
  • [68.1 MB] 0
  • 05 PARTITION BY_en.srt [10.8 KB] 0
  • 07 ORDER BY with Windows.mp4
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  • 10 DENSE_RANK, & ROW_NUMBER().srt [7.3 KB] 0
  • 03 Using OVER().srt [11.1 KB] 0
  • 16 LEAD and LAG.mp4
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  • 02 Introducing Window Functions.mp4
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  • 13 CODE.html
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  • 07 ORDER BY with Windows.srt [8.8 KB] 0
  • 03 Using OVER().mp4
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  • 16 LEAD and LAG_en.srt [9.7 KB] 0
  • 10 DENSE_RANK, & ROW_NUMBER()_en.srt [8.8 KB] 0
  • 08 CODE.html
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  • 05 PARTITION BY.srt [8.5 KB] 0
  • 12 NTILE().srt [4.7 KB] 0
  • 14 FIRST_VALUE.srt [5.0 KB] 0
  • 14 FIRST_VALUE_en.srt [7.1 KB] 0
  • 03 Using OVER()_en.srt [15.4 KB] 012 NTILE().mp4
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  • 16 LEAD and LAG.srt [7.7 KB] 0
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  • 09 RANK().srt [8.0 KB] 0
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  • 09 RANK()_en.srt [9.9 KB] 014 FIRST_VALUE.mp4
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  • 02 SLIDES.url [79.0 B] 0
  • 05 PARTITION BY.mp4
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  • 05 - CRUD Basics
  • 05 - CRUD Basics文档.zip
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  • 22 DELETE Exercise.mp4
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  • 18 UPDATE Exercise SOLUTION.mp4
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  • 03 Getting Our New Dataset.mp4
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  • 20 Introducing DELETE.mp4
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  • 01 Section Introduction.srt [2.4 KB] 0
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  • 07 The WHERE clause_en.srt [6.7 KB] 0
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  • 18 UPDATE Exercise SOLUTION_en.srt [4.6 KB] 0
  • 14 Using UPDATE_en.srt [9.1 KB] 0
  • 20 Introducing DELETE_en.srt [4.2 KB] 0
  • 17 UPDATE Exercise_en.srt [2.0 KB] 0
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  • 14 Using UPDATE.mp4
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  • 16 A Quick Rule Of Thumb.mp4
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  • 23 DELETE Exercise SOLUTION.mp4
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  • 07 The WHERE clause.srt [4.7 KB] 0
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  • 03 Getting Our New Dataset_en.srt [3.6 KB] 📁
  • 19 - What Next
  • 19 - What Next必看.png [493.5 KB] 0
  • 01 Additional SQL Resources.html
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  • 06 - CRUD Challenge
  • 06 - CRUD Challenge资料.zip
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  • 05 CRUD Challenge Solution Reading_en.srt [2.9 KB] 0
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  • 02 SLIDES.url [79.0 B] 0
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  • 07 CRUD Challenge Solution Updating_en.srt [5.3 KB] 0
  • 07 CRUD Challenge Solution Updating.mp4
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  • 07 CRUD Challenge Solution Updating.srt [4.7 KB] 0
  • 01 Section Introduction.mp4
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  • 02 Introducing the CRUD Challenge.srt [8.0 KB] 0
  • 02 Introducing the CRUD Challenge_en.srt [9.9 KB] 0
  • 03 CRUD Challenge Solution Creating_en.srt [15.2 KB] 0
  • 09 CRUD Challenge Solution Deleting_en.srt [5.0 KB] 0
  • 02 Introducing the CRUD Challenge.mp4
  • [10.6 MB] 0
  • 06 SOLUTION CODE.html
  • [204.0 B] 📁
  • 02 - Getting Started & Installation
  • 02 - Getting Started & Installation资料.png [493.5 KB] 0
  • 08 Installation Mac Instructions.mp4
  • [72.6 MB] 0
  • 06 Installation Windows Instructions.mp4
  • [60.7 MB] 0
  • 01 Section Introduction.mp4
  • [23.1 MB] 0
  • 02 SLIDES.url [73.0 B] 008 OPTIONAL-dbGate-Download.url [43.0 B] 008 MySQL-Workbench-Download.url [66.0 B] 0
  • 04 Installation START HERE!.srt [7.9 KB] 0
  • 02 What Is A Database_en.srt [13.4 KB] 0
  • 06 Installation Windows Instructions_en.srt [16.9 KB] 0
  • 01 Section Introduction_en.srt [2.2 KB] 0
  • 08 Mac-MySQL-Download.url [62.0 B] 0
  • 08 Installation Mac Instructions_en.srt [22.8 KB] 0
  • 01 Section Introduction.srt [1.8 KB] external-links.txt [361.0 B] 0
  • 06 Installation Windows Instructions.srt [14.4 KB] 0
  • 02 What Is A Database.mp4
  • [20.0 MB] 006 Windows-MySQL-Installation.url [89.0 B] 0
  • 03 SQL vs. MySQL.mp4
  • [13.8 MB] 0
  • 02 What Is A Database.srt [9.4 KB] 0
  • 03 SQL vs. MySQL_en.srt [9.5 KB] 0
  • 04 Installation START HERE!_en.srt [11.1 KB] 0
  • 03 SQL vs. MySQL.srt [7.0 KB] 0
  • 07 VERY IMPORTANT Mac Installation Notes.html
  • [4.3 KB] 0
  • 05 IMPORTANT NOTE Windows Installation Instructions.html
  • [1.1 KB] 0
  • 08 Installation Mac Instructions.srt [17.7 KB] 0
  • 04 Installation START HERE!.mp4
  • [28.5 MB] 📁
  • 14 - Many to Many 0
  • 11 TV Series Challenge #4.mp4
  • [34.8 MB] 0
  • 03 Creating Our Many To Many Tables.mp4
  • [60.1 MB] 0
  • 16 CODE.html
  • [943.0 B] 0
  • 10 CODE.html
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  • 14 CODE.html
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  • 06 CODE.html
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  • [41.1 MB] 0
  • 15 TV Series Challenge #6.srt [12.3 KB] 0
  • 07 TV Series Challenge #2_en.srt [5.9 KB] 0
  • 13 TV Series Challenge #5_en.srt [3.5 KB] 0
  • 01 Section Introduction.srt [2.8 KB] 0
  • 05 TV Series Challenge #1_en.srt [6.5 KB] 0
  • 02 Many to Many Basics.srt [14.5 KB] 0
  • 02 Many to Many Basics.mp4
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  • 09 TV Series Challenge #3_en.srt [5.8 KB] 0
  • 01 Section Introduction_en.srt [3.7 KB] 0
  • 15 TV Series Challenge #6.mp4
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  • 17 TV Series Challenge #7_en.srt [8.5 KB] 0
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  • 04 CODE.html
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  • 07 TV Series Challenge #2.mp4
  • [19.5 MB] 0
  • 09 TV Series Challenge #3.srt [4.7 KB] 0
  • 13 TV Series Challenge #5.mp4
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  • 03 Creating Our Many To Many Tables.srt [8.2 KB] 0
  • 07 TV Series Challenge #2.srt [4.8 KB] 0
  • 17 TV Series Challenge #7.mp4
  • [56.3 MB] 0
  • 09 TV Series Challenge #3.mp4
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  • 13 TV Series Challenge #5.srt [3.0 KB] external-links.txt [80.0 B] 0
  • 15 TV Series Challenge #6_en.srt [14.5 KB] 0
  • 17 TV Series Challenge #7.srt [6.6 KB] 0
  • 02 SLIDES.url [88.0 B] 0
  • 05 TV Series Challenge #1.mp4
  • [32.1 MB] 0
  • 03 Creating Our Many To Many Tables_en.srt [10.3 KB] 0
  • 12 CODE.html
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  • 08 CODE.html
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  • 18 CODE.html
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  • 05 TV Series Challenge #1.srt [4.9 KB] 0
  • 11 TV Series Challenge #4_en.srt [5.2 KB] 0
  • 11 TV Series Challenge #4.srt [4.3 KB] 📁
  • 21 - OPTIONAL LEGACY SECTION Building Our Web App 0
  • 09 Adding Multiple Routes.mp4
  • [65.4 MB] 0
  • 04 Introducing Express.mp4
  • [18.9 MB] 0
  • 19 JOIN-US-HTML-AND-CSS.zip
  • [2.7 KB] 0
  • 11 REMINDER Use the Updated Connection Code.html
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  • 03 JoinUsCompleteCode.zip
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  • 15 CODE Adding EJS Templates.html
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  • 02 Section Introduction_en.srt [3.9 KB] 0
  • 14 Adding EJS Templates.mp4
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  • 05 NPM Init and package.json files.mp4
  • [31.0 MB] 0
  • 20 Styling Part 2.srt [11.6 KB] 0
  • 14 Adding EJS Templates.srt [23.5 KB] 0
  • 16 Connecting The Form.mp4
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  • 16 Connecting The Form.srt [27.2 KB] 0
  • 14 Adding EJS Templates_en.srt [28.5 KB] 0
  • 16 Connecting The Form_en.srt [31.8 KB] external-links.txt [118.0 B] 0
  • 02 Section Introduction.mp4
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  • 12 Connecting Express and MySQL.mp4
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  • 05 NPM Init and package.json files.srt [9.6 KB] 0
  • 06 IMPORTANT NOTE About Previewing Our Node Web App in the Browser.html
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  • 05 NPM Init and package.json files_en.srt [12.2 KB] 0
  • 18 Styling Part 1_en.srt [14.9 KB] 0
  • 10 CODE Adding Multiple Routes.html
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  • 07 Our First Simple Web App.srt [24.6 KB] 0
  • 09 Adding Multiple Routes_en.srt [17.5 KB] 0
  • 04 Introducing Express_en.srt [11.6 KB] 0
  • 07 Our First Simple Web App.mp4
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  • 18 Styling Part 1.srt [12.4 KB] 0
  • 09 Adding Multiple Routes.srt [14.8 KB] 0
  • 04 Slides.url [73.0 B] 0
  • 01 REMINDER Set Up A Local Coding Environment Instead of Cloud9.html
  • [608.0 B] 0
  • 04 Introducing Express.srt [9.2 KB] 0
  • 12 Connecting Express and MySQL.srt [15.1 KB] 0
  • 20 Styling Part 2_en.srt [14.1 KB] 0
  • 07 Our First Simple Web App_en.srt [30.2 KB] 0
  • 13 CODE Connecting Express and MySQL.html
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  • 18 Styling Part 1.mp4
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  • 15 JOIN-US-HTML-AND-CSS.zip
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  • 20 Styling Part 2.mp4
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  • 17 CODE Connecting the Form.html
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  • 19 CODE HTML AND CSS FILES.html
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  • 02 Section Introduction.srt [3.2 KB] 0
  • 08 CODE Our First Simple Web App.html
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  • 03 Join Us Completed CODE.html
  • [334.0 B] 004 Express-Documentation.url [46.0 B] 📁
  • 08 - Refining Selections 0
  • 18 SOLUTION CODE.html
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  • 13 CODE.html
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  • 17 Refining Selections Exercise SOLUTION.mp4
  • [130.9 MB] 0
  • 02 Adding Some New Books.mp4
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  • 10 LIMIT_en.srt [10.0 KB] 0
  • 14 Escaping Wildcards_en.srt [3.9 KB] 0
  • 12 LIKE_en.srt [12.1 KB] 0
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  • 09 CODE.html
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  • 16 Refining Selections Exercise.mp4
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  • 10 LIMIT.srt [7.6 KB] 0
  • 06 ORDER BY.srt [8.6 KB] 0
  • 06 ORDER BY.mp4
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  • 12 LIKE.srt [9.4 KB] 0
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  • 16 Refining Selections Exercise_en.srt [5.7 KB] 0
  • 07 CODE.html
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  • 16 Refining Selections Exercise.srt [4.4 KB] 0
  • 02 SLIDES.url [90.0 B] 0
  • 08 More On ORDER BY.mp4
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  • 15 CODE.html
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  • 04 - Inserting Data 0
  • 01 Section Introduction.mp4
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  • 19 Create Table Insert Exercise.mp4
  • [70.9 MB] external-links.txt [94.0 B] 0
  • 17 Working With AUTO_INCREMENT.mp4
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  • 08 INSERT Exercise.mp4
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  • 08 INSERT Exercise.srt [8.1 KB] 0
  • 16 CODE Introducing Primary Keys.html
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  • 19 Create Table Insert Exercise_en.srt [12.9 KB] 0
  • 10 Working With NOT NULL.mp4
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  • 18 CODE Working With AUTO_INCREMENT.html
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  • 10 Working With NOT NULL_en.srt [9.6 KB] 006 Multi-inserts.mp4
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  • 17 Working With AUTO_INCREMENT_en.srt [12.7 KB] 0
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  • 12 Sidenote Quotes In MySQL.mp4
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  • 05 CODE A Quick Preview of SELECT.html
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  • 20 SOLUTION Insert Exercise.html
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  • 15 Introducing Primary Keys_en.srt [8.6 KB] 0
  • 13 Adding DEFAULT Values_en.srt [11.5 KB] 0
  • 12 Sidenote Quotes In MySQL_en.srt [7.6 KB] 0
  • 10 Working With NOT NULL.srt [8.1 KB] 0
  • 04 A Quick Preview of SELECT.mp4
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  • 14 CODE Adding DEFAULT Values.html
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