Data Lake 课程
Data Lake 课程可以帮助您学习数据摄取、存储管理、数据处理和解析技术。您可以掌握数据治理、模式设计和优化查询性能方面的技能。许多课程会介绍 Apache Hadoop、Amazon S3 和 Apache Spark 等工具，演示这些技术如何支持高效的数据处理和分析。您还将探索数据架构、ETL 流程和数据安全等关键主题，掌握有效管理大型数据集的实用知识。
热门 Data Lake 课程和认证
DeepLearning.AI
您将获得的技能: 可扩展性, 需求分析, 云计算, 安全控制, AWS Kinesis, 数据库设计, 亚马逊 Redshift, 数据仓库, 数据处理, Amazon Web Services, 性能调整, 数据架构, 系统要求, 数据管道
您将获得的技能: Data-Driven Decision-Making, Data Management, Database Development
您将获得的技能: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control
University of Colorado System
您将获得的技能: 商业智能, 星形模式, 雪花模式, 关系数据库, 数据库设计, 数据建模, 数据仓库, 数据整合, 数据集市, 透视表和图表, 数据转换, PostgreSQL, 摘录, 查询语言
您将获得的技能: Azure Synapse Analytics, Data Warehousing, Power BI, Data Integration, Data Architecture, Data Visualization Software, Microsoft Azure, Apache Spark, Database Management, Data Pipelines, Performance Tuning, Data Processing, Data Security, Scalability
您将获得的技能: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Processing, Data Warehousing, Data Management, Data Architecture, Database Design, Scalability
Google Cloud
您将获得的技能: Digital Transformation, Google Cloud Platform, Big Data, Cloud Storage, Looker (Software), Cloud Computing, Machine Learning, Analytics, Data Management, Data Lakes, Unstructured Data, Data Quality, Business Intelligence, Data-Driven Decision-Making, Customer experience improvement, Artificial Intelligence
Google Cloud
您将获得的技能: 集装箱化, 数据基础设施, 数据存储技术, 云安全, 互操作性, 云计算, 无服务器计算, 数据处理, 数据流, 身份和访问管理, 数据管道
您将获得的技能: Data Pipelines, Dataflow, Extract, Transform, Load, Data Processing, Data Integration, Data Quality, Data Transformation, Data Warehousing, Google Cloud Platform, Big Data, Apache Spark, Performance Tuning
Google Cloud
您将获得的技能: Data Quality, Data Lakes, Data Governance, Data Validation, Google Cloud Platform, Data Analysis, Data Warehousing, Query Languages
您将获得的技能: Microsoft Azure, Data Transformation, Data Pipelines, Data Flow Diagrams (DFDs), Extract, Transform, Load, Dataflow, Data Storage Technologies, Data Integration, Data Storage
Google Cloud
您将获得的技能: Command-Line Interface, Data Lakes, Google Cloud Platform, Cloud Management, Metadata Management, Cloud API, Data Access, Data Analysis
总之，以下是 10 最受欢迎的 data lakes 课程
- 数据工程概论: DeepLearning.AI
- Business Intelligence with Databricks: Edureka
- Data Management with Databricks: Big Data with Delta Lakes: Coursera
- 数据仓库概念、设计和数据集成: University of Colorado System
- Build A Data Warehouse in Azure: EDUCBA
- Engineering Data Ecosystems: Pipelines, ETL, Spark: Coursera
- Innovating with Data and Google Cloud בעברית: Google Cloud
- 使用数据流的无服务器数据处理：基础: Google Cloud
- Crea canalizaciones de datos por lotes en Google Cloud: Google Cloud
- Assessing Data Quality with Dataplex: Google Cloud
