Extract, Transform, Load

ETL(Extract, Transform, Load)是一种数据仓库流程,需要从不同来源提取数据,将其转换为结构化格式,并最终加载到最终目标数据库、数据集市或数据仓库中。Coursera 的 ETL 技能目录教您收集、转换和存储海量数据以支持商业智能活动的内在步骤。您将学习 ETL 技术的基本要素,包括数据集成、数据 Transformer、错误处理和数据 Load。这些知识将优化您在各种业务环境(如数据分析师、数据工程师和商业智能专业角色)中使用数据 Warehouse、管理 Big Data、开发数据管道和做出数据驱动决策的能力。
50凭据
104门课程

相关角色

获得晋升所需的知识和技能。

  • 此角色有 US$114,944 工资中位数¹.

    描述:

    A Data Warehouse Developer designs and optimizes data warehouses, ensuring efficient storage and retrieval for analytics using ETL processes.

    此角色有 US$114,944 工资中位数¹.

    提供方

    IBM_logo
    Vanderbilt University_logo
  • 此角色有 US$137,984 工资中位数¹.

    描述:

    A Data Engineer builds data pipelines for large datasets, optimizing systems and ensuring reliable data flow using tools like Hadoop and Spark.

    此角色有 US$137,984 工资中位数¹.

    提供方

    DeepLearning.AI_logo
    Amazon Web Services_logo
    Google Cloud_logo

最受欢迎

当前趋势

最新发布

筛选依据

主题
必需的

语言
必需的

在整个课程(说明和评估)中使用的语言。

了解产品
必需的

通过实践教程在 2 小时内掌握与工作相关的技能。
通过已评分作业、视频和论坛向顶级授课教师学习。
在交互式实践环境中学习新工具或新技能。
通过完成一系列课程和项目,深入学习学科知识。
获得行业领导者颁发的职业证书,展示您学到的专业知识。

级别
必需的

课程长度
必需的

字幕
必需的

教师
必需的

“extract, transform, load” 的结果

  • 状态:免费试用

    您将获得的技能: 数据分析, Power BI, 数据清理, 数据存储, 商业智能, 数据质量, 数据存储技术, 摘录, 数据验证, 数据整合, 数据转换

  • 状态:免费试用

    您将获得的技能: Extract, Transform, Load, Power BI, Data Transformation, Data Cleansing, Query Languages, Data Manipulation, Data Integration, Data Processing, Data Validation, Data Import/Export, Data Quality, Data Analysis, Data Modeling

  • 状态:新
    状态:预览

    您将获得的技能: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Data Warehousing, Amazon S3, Automation, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring

  • 状态:免费试用

    您将获得的技能: 数据收集, 数据操作, 数据导入/导出, 数据转换, 数据清理, 数据质量, 数据处理, 摘录, 数据挖掘, 数据整合, 数据仓库

  • 状态:新
    状态:免费试用

    您将获得的技能: AWS Kinesis, AWS CloudFormation, Data Engineering, Amazon CloudWatch, Containerization, Serverless Computing, Infrastructure as Code (IaC), Amazon Web Services, Data Migration, Amazon DynamoDB, Amazon S3, Extract, Transform, Load, Amazon Redshift, Real Time Data, Data Quality, CI/CD, AWS SageMaker, Cloud Security, AWS Identity and Access Management (IAM), Data Processing

  • 状态:免费试用

    您将获得的技能: 命令行界面, 阿帕奇气流, 网页抓取, 可扩展性, 数据处理, 大数据, 摘录, 数据转换, Data Mart, Unix Shell, Apache Kafka, 性能调整, 外壳脚本, 数据整合, 数据管道, 数据迁移, 数据仓库

是什么让您今天来到 Coursera?

  • 状态:新
    状态:免费试用

    您将获得的技能: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Extract, Transform, Load, Data Literacy, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Business Intelligence, Data Processing, Data Collection, Business Metrics

  • 状态:新
    状态:免费试用

    您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis

  • 状态:新
    状态:免费试用

    您将获得的技能: PySpark, Apache Spark, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Customer Analysis, Apache Hadoop, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Data Processing, Advanced Analytics, Big Data, Apache Maven, Statistical Machine Learning, Unsupervised Learning, SQL, Apache, Python Programming

  • 状态:新
    状态:免费试用

    您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management

  • 状态:新
    状态:预览

    您将获得的技能: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Mart, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis

  • 状态:免费试用

    您将获得的技能: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Spreadsheet Software, No-Code Development, Data Transformation, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

是什么让您今天来到 Coursera?

主要合作伙伴

  • Google Cloud
  • IBM
  • DeepLearning.AI
  • Microsoft
  • SkillUp
  • Amazon Web Services
  • Meta
  • Whizlabs