Course Code: stratio
Duration: 14 hours
Prerequisites:
  • 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
Overview:

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。
Course Outline:

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

Sites Published:

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

台灣 - Stratio: Rocket and Intelligence Modules with PySpark

USA - Stratio: Rocket and Intelligence Modules with PySpark

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

Denmark - Stratio: Rocket and Intelligence Modules with PySpark

Estonia - Stratio: Rocket and Intelligence Modules with PySpark

Finland - Stratio: Rocket and Intelligence Modules with PySpark

Greece - Stratio: Rocket and Intelligence Modules with PySpark

Magyarország - Stratio: Rocket and Intelligence Modules with PySpark

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

Sverige - Stratio: Rocket and Intelligence Modules with PySpark

Türkiye - Stratio: Rocket and Intelligence Modules with PySpark

Malta - Stratio: Rocket and Intelligence Modules with PySpark

Belgique - Stratio: Rocket and Intelligence Modules with PySpark

France - Stratio: Rocket and Intelligence Modules with PySpark

日本 - Stratio: Rocket and Intelligence Modules with PySpark

Australia - Stratio: Rocket and Intelligence Modules with PySpark

Malaysia - Stratio: Rocket and Intelligence Modules with PySpark

New Zealand - Stratio: Rocket and Intelligence Modules with PySpark

Philippines - Stratio: Rocket and Intelligence Modules with PySpark

Singapore - Stratio: Rocket and Intelligence Modules with PySpark

Thailand - Stratio: Rocket and Intelligence Modules with PySpark

Vietnam - Stratio: Rocket and Intelligence Modules with PySpark

India - Stratio: Rocket and Intelligence Modules with PySpark

Argentina - Stratio: Rocket and Intelligence Modules with PySpark

Chile - Stratio: Rocket and Intelligence Modules with PySpark

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

Kazakhstan - Stratio: Rocket and Intelligence Modules with PySpark

Moldova - Stratio: Rocket and Intelligence Modules with PySpark

Morocco - Stratio: Rocket and Intelligence Modules with PySpark

Tunisia - Stratio: Rocket and Intelligence Modules with PySpark

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

Botswana - Stratio: Rocket and Intelligence Modules with PySpark

Slovenia - Stratio: Rocket and Intelligence Modules with PySpark

Croatia - Stratio: Rocket and Intelligence Modules with PySpark

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