- 具备Python编程经验
- 理解数据分析或大数据处理概念
- 具备Apache Spark和分布式计算的基础知识
目标受众
- 在基于Stratio平台上工作的数据工程师
- 使用Rocket和Intelligence模块的分析师或开发人员
- 在Stratio内部过渡到PySpark工作流程的技术团队
Stratio 是一个以数据为中心的平台,将大数据、人工智慧和治理整合到单一解决方案中。其 Rocket 和 Intelligence 模组使企业环境中的数据探索、转换和高级分析变得迅速。
这是一个由讲师指导的培训(线上或线下),针对希望有效使用 Stratio 中 Rocket 和 Intelligence 模组的中级数据专业人员,重点关注循环结构、用户自定义函数和高级数据逻辑。
在培训结束时,参与者将能够:
- 使用 Rocket 和 Intelligence 模组在 Stratio 平台中导航和工作。
- 在数据撷取、转换和分析的背景下应用 PySpark。
- 使用循环和条件逻辑来控制数据工作流和特征工程任务。
- 创建和管理用户自定义函数 (UDFs),以在 PySpark 中进行可重用的数据操作。
课程形式
- 互动式讲座和讨论。
- 大量练习和实践。
- 在实时实验室环境中进行实践操作。
课程定制选项
- 如需为此课程请求定制培训,请联系我们安排。
Stratio平台简介
- Stratio架构与核心模块概述
- Rocket与Intelligence在数据生命周期中的作用
- 登录与导航Stratio用户界面
Rocket模块的使用
- 数据摄取与管道创建
- 连接数据源并配置转换
- 使用PySpark在Rocket中进行预处理任务
PySpark Stratio用户基础
- PySpark数据结构与操作
- 循环结构:for、while、if/else的使用
- 使用def编写自定义函数并应用
Rocket与PySpark的高级使用
- 流式摄取与转换
- 在批处理和实时场景中使用循环与函数
- PySpark管道中的性能最佳实践
Intelligence模块探索
- 数据建模与分析功能概述
- 特征选择、转换与探索
- PySpark在自定义分析与洞察中的作用
构建高级分析工作流
- 在Intelligence中创建用户定义函数(UDFs)
- 应用条件与循环进行数据逻辑处理
- 用例:分段、聚合与预测
部署与Collaboration
- 保存、导出与重用工作流
- 与团队成员在Stratio上协作
- 审查输出并与下游工具集成
总结与下一步
United Arab Emirates - Stratio: Rocket and Intelligence Modules with PySpark
Qatar - Stratio: Rocket and Intelligence Modules with PySpark
Egypt - Stratio: Rocket and Intelligence Modules with PySpark
Saudi Arabia - Stratio: Rocket and Intelligence Modules with PySpark
South Africa - Stratio: Rocket and Intelligence Modules with PySpark
Brasil - Stratio: Rocket and Intelligence Modules with PySpark
Canada - Stratio: Rocket and Intelligence Modules with PySpark
中国 - Stratio: Rocket and Intelligence Modules with PySpark
香港 - Stratio: Rocket and Intelligence Modules with PySpark
澳門 - Stratio: Rocket and Intelligence Modules with PySpark
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Österreich - Stratio: Rocket and Intelligence Modules with PySpark
Schweiz - Stratio: Rocket and Intelligence Modules with PySpark
Deutschland - Stratio: Rocket and Intelligence Modules with PySpark
Czech Republic - Stratio: Rocket and Intelligence Modules with PySpark
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Estonia - Stratio: Rocket and Intelligence Modules with PySpark
Finland - Stratio: Rocket and Intelligence Modules with PySpark
Greece - Stratio: Rocket and Intelligence Modules with PySpark
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Ireland - Stratio: Rocket and Intelligence Modules with PySpark
Luxembourg - Stratio: Rocket and Intelligence Modules with PySpark
Latvia - Stratio: Rocket and Intelligence Modules with PySpark
España - Stratio: Rocket and Intelligence Modules with PySpark
Italia - Stratio: Rocket and Intelligence Modules with PySpark
Lithuania - Stratio: Rocket and Intelligence Modules with PySpark
Nederland - Stratio: Rocket and Intelligence Modules with PySpark
Norway - Stratio: Rocket and Intelligence Modules with PySpark
Portugal - Stratio: Rocket and Intelligence Modules with PySpark
România - Stratio: Rocket and Intelligence Modules with PySpark
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Türkiye - Stratio: Rocket and Intelligence Modules with PySpark
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France - Stratio: Rocket and Intelligence Modules with PySpark
日本 - Stratio: Rocket and Intelligence Modules with PySpark
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Malaysia - Stratio: Rocket and Intelligence Modules with PySpark
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Philippines - Stratio: Rocket and Intelligence Modules with PySpark
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Vietnam - Stratio: Rocket and Intelligence Modules with PySpark
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Costa Rica - Stratio: Rocket and Intelligence Modules with PySpark
Ecuador - Stratio: Rocket and Intelligence Modules with PySpark
Guatemala - Stratio: Rocket and Intelligence Modules with PySpark
Colombia - Stratio: Rocket and Intelligence Modules with PySpark
México - Stratio: Rocket and Intelligence Modules with PySpark
Panama - Stratio: Rocket and Intelligence Modules with PySpark
Peru - Stratio: Rocket and Intelligence Modules with PySpark
Uruguay - Stratio: Rocket and Intelligence Modules with PySpark
Venezuela - Stratio: Rocket and Intelligence Modules with PySpark
Polska - Stratio: Rocket and Intelligence Modules with PySpark
United Kingdom - Stratio: Rocket and Intelligence Modules with PySpark
South Korea - Stratio: Rocket and Intelligence Modules with PySpark
Pakistan - Stratio: Rocket and Intelligence Modules with PySpark
Sri Lanka - Stratio: Rocket and Intelligence Modules with PySpark
Bulgaria - Stratio: Rocket and Intelligence Modules with PySpark
Bolivia - Stratio: Rocket and Intelligence Modules with PySpark
Indonesia - Stratio: Rocket and Intelligence Modules with PySpark
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Morocco - Stratio: Rocket and Intelligence Modules with PySpark
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Kuwait - Stratio: Rocket and Intelligence Modules with PySpark
Oman - Stratio: Rocket and Intelligence Modules with PySpark
Slovakia - Stratio: Rocket and Intelligence Modules with PySpark
Kenya - Stratio: Rocket and Intelligence Modules with PySpark
Nigeria - Stratio: Rocket and Intelligence Modules with PySpark
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Slovenia - Stratio: Rocket and Intelligence Modules with PySpark
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Serbia - Stratio: Rocket and Intelligence Modules with PySpark
Bhutan - Stratio: Rocket and Intelligence Modules with PySpark
Nepal - Stratio: Rocket and Intelligence Modules with PySpark
Uzbekistan - Stratio: Rocket and Intelligence Modules with PySpark