- 了解数据分析概念
- 经验 MongoDB
观众
- 数据分析师
- 数据科学家
MongoDB 聚合框架是一种简化的顺序方法，用于查询、转换和处理 MongoDB 中的数据。
这种以讲师为主导的现场培训（现场或远程）针对的是希望使用MongoDB聚合框架执行数据分析，同时简化复杂操作和聚合管道的数据分析师和数据科学家。
在培训结束时，参与者将能够：
- 安装并配置 MongoDB 以进行数据分析。
- 了解 MongoDB 聚合框架的概念和阶段。
- 了解聚合的基本结构、语法和操作。
- 了解如何处理聚合中的高级操作。
- 应用一些优化工具和技术来提高聚合性能。
课程形式
- 互动讲座和讨论。
- 大量的练习和练习。
- 在现场实验室环境中动手实施。
课程自定义选项
- 如需申请本课程的定制培训，请联系我们进行安排。
介绍
- 什么是 MongoDB 的聚合框架？
- 聚合框架与Map-Reduce的对比
了解聚合概念
- 聚合管道
- MongoDB 聚合阶段
- 用例和示例
开始
- 安装和配置 MongoDB
- 探索 MongoDB Compass 和 Studio 3T
- 基本 CRUD 操作
聚合基础知识
- 结构和语法
- 查询条件（$match）
- 字段的包含和排除 （$project）
- 对文档进行分组 （$group）
- 使用数组 （$unwind）
- $lookup和$graphLookup阶段
- Express离子运算符
聚合中的高级操作
- 对文档进行分类 （$bucket）
- 多方面聚合 （$facet）
- 累加器表达式 （$accumulator）
- 将结果写入集合 （$merge）
优化聚合管道
- 投影优化
- 流水线顺序优化
- 管道聚结优化
- 索引和文档筛选器
故障 排除
摘要和后续步骤
United Arab Emirates - Data Analysis with MongoDB Aggregation Framework
Qatar - Data Analysis with MongoDB Aggregation Framework
Egypt - Data Analysis with MongoDB Aggregation Framework
Saudi Arabia - Data Analysis with MongoDB Aggregation Framework
South Africa - Data Analysis with MongoDB Aggregation Framework
Brasil - Data Analysis with MongoDB Aggregation Framework
Canada - Data Analysis with MongoDB Aggregation Framework
中国 - Data Analysis with MongoDB Aggregation Framework
香港 - Data Analysis with MongoDB Aggregation Framework
澳門 - Data Analysis with MongoDB Aggregation Framework
台灣 - Data Analysis with MongoDB Aggregation Framework
USA - Data Analysis with MongoDB Aggregation Framework
Österreich - Data Analysis with MongoDB Aggregation Framework
Schweiz - Data Analysis with MongoDB Aggregation Framework
Deutschland - Data Analysis with MongoDB Aggregation Framework
Czech Republic - Data Analysis with MongoDB Aggregation Framework
Denmark - Data Analysis with MongoDB Aggregation Framework
Estonia - Data Analysis with MongoDB Aggregation Framework
Finland - Data Analysis with MongoDB Aggregation Framework
Greece - Data Analysis with MongoDB Aggregation Framework
Magyarország - Data Analysis with MongoDB Aggregation Framework
Ireland - Data Analysis with MongoDB Aggregation Framework
Luxembourg - Data Analysis with MongoDB Aggregation Framework
Latvia - Data Analysis with MongoDB Aggregation Framework
España - Data Analysis with MongoDB Aggregation Framework
Italia - Data Analysis with MongoDB Aggregation Framework
Lithuania - Data Analysis with MongoDB Aggregation Framework
Nederland - Data Analysis with MongoDB Aggregation Framework
Norway - Data Analysis with MongoDB Aggregation Framework
Portugal - Data Analysis with MongoDB Aggregation Framework
România - Data Analysis with MongoDB Aggregation Framework
Sverige - Data Analysis with MongoDB Aggregation Framework
Türkiye - Data Analysis with MongoDB Aggregation Framework
Malta - Data Analysis with MongoDB Aggregation Framework
Belgique - Data Analysis with MongoDB Aggregation Framework
France - Data Analysis with MongoDB Aggregation Framework
日本 - Data Analysis with MongoDB Aggregation Framework
Australia - Data Analysis with MongoDB Aggregation Framework
Malaysia - Data Analysis with MongoDB Aggregation Framework
New Zealand - Data Analysis with MongoDB Aggregation Framework
Philippines - Data Analysis with MongoDB Aggregation Framework
Singapore - Data Analysis with MongoDB Aggregation Framework
Thailand - Data Analysis with MongoDB Aggregation Framework
Vietnam - Data Analysis with MongoDB Aggregation Framework
India - Data Analysis with MongoDB Aggregation Framework
Argentina - Data Analysis with MongoDB Aggregation Framework
Chile - Data Analysis with MongoDB Aggregation Framework
Costa Rica - Data Analysis with MongoDB Aggregation Framework
Ecuador - Data Analysis with MongoDB Aggregation Framework
Guatemala - Data Analysis with MongoDB Aggregation Framework
Colombia - Data Analysis with MongoDB Aggregation Framework
México - Data Analysis with MongoDB Aggregation Framework
Panama - Data Analysis with MongoDB Aggregation Framework
Peru - Data Analysis with MongoDB Aggregation Framework
Uruguay - Data Analysis with MongoDB Aggregation Framework
Venezuela - Data Analysis with MongoDB Aggregation Framework
Polska - Data Analysis with MongoDB Aggregation Framework
United Kingdom - Data Analysis with MongoDB Aggregation Framework
South Korea - Data Analysis with MongoDB Aggregation Framework
Pakistan - Data Analysis with MongoDB Aggregation Framework
Sri Lanka - Data Analysis with MongoDB Aggregation Framework
Bulgaria - Data Analysis with MongoDB Aggregation Framework
Bolivia - Data Analysis with MongoDB Aggregation Framework
Indonesia - Data Analysis with MongoDB Aggregation Framework
Kazakhstan - Data Analysis with MongoDB Aggregation Framework
Moldova - Data Analysis with MongoDB Aggregation Framework
Morocco - Data Analysis with MongoDB Aggregation Framework
Tunisia - Data Analysis with MongoDB Aggregation Framework
Kuwait - Data Analysis with MongoDB Aggregation Framework
Oman - Data Analysis with MongoDB Aggregation Framework
Slovakia - Data Analysis with MongoDB Aggregation Framework
Kenya - Data Analysis with MongoDB Aggregation Framework
Nigeria - Data Analysis with MongoDB Aggregation Framework
Botswana - Data Analysis with MongoDB Aggregation Framework
Slovenia - Data Analysis with MongoDB Aggregation Framework
Croatia - Data Analysis with MongoDB Aggregation Framework
Serbia - Data Analysis with MongoDB Aggregation Framework
Bhutan - Data Analysis with MongoDB Aggregation Framework
Nepal - Data Analysis with MongoDB Aggregation Framework
Uzbekistan - Data Analysis with MongoDB Aggregation Framework