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
IBM
您将获得的技能: 查询语言, 数据存储, NoSQL, 数据基础设施, 大数据, 数据库, Apache Hadoop, 数据库设计, 数据管道, 数据仓库, Apache Spark, Data Governance, 摘录, 关系数据库, 数据存储技术, 数据整合, 数据科学, 数据湖, 数据管理, 数据架构
IBM
您将获得的技能: 查询语言, 数据清理, PostgreSQL, 数据库系统, 数据库设计, 数据仓库, 摘录, 数据质量, 数据建模, 数据集市, 数据整合, IBM DB2, 数据湖, 星形模式, 数据架构, 数据验证, Data Validation, 雪花模式
Google Cloud
您将获得的技能: 高级分析, 数据存储, 数据管理, Data Management, 数据安全, 运行数据库, 元数据管理, 数据仓库, 分析, 数据访问, Data Governance, 云存储, Google Cloud 平台, 运行数据存储, 数据整合, 云工程, 数据湖, 数据架构
Amazon Web Services
您将获得的技能: 数据管理, Data Management, 数据共享, 数据存储, 数据可视化, 数据基础设施, 数据工程, 查询语言, 数据仓库, Amazon Web Services, 数据访问, Data Governance, 机器学习, 数据转换, 数据处理, 交互式数据可视化, 数据湖, 数据导入/导出, 数据科学, 数据架构
您将获得的技能: Disaster Recovery, Star Schema, Business Continuity Planning, Cost Benefit Analysis, Database Design, Business Continuity, Data Infrastructure, Snowflake Schema, Database Architecture and Administration, Relational Databases, Data Warehousing, Data Modeling, Data Architecture, Data Validation, SQL, Terraform, Infrastructure as Code (IaC), Extract, Transform, Load, Business Analytics, Cost Management
Pragmatic AI Labs
您将获得的技能: Prompt Engineering, MLOps (Machine Learning Operations), Data Pipelines, Databricks, Generative AI, Data Lakes, Generative AI Agents, Data Governance, Data Architecture, AI Enablement, Data Modeling, Data Management, Data Processing, Data Strategy, Data Quality, Scala Programming, SQL, Python Programming, Data Visualization, Data Literacy
是什么让您今天来到 Coursera？
您将获得的技能: Star Schema, Data Modeling, Data Architecture, Database Design, Data Lakes, Data Warehousing, Database Architecture and Administration, Enterprise Modeling, SQL, Data Pipelines, Diagram Design, Database Theory, Business Logic, Data Integrity, Semantic Web, Data Storage, Business Metrics, Dimensionality Reduction, Resource Utilization, Issue Tracking
您将获得的技能: Data Integration, Data Pipelines, Dataflow, Data Lakes, Microsoft Azure, Performance Tuning, Data Processing, Data Validation, Data Storage, Cloud Storage
您将获得的技能: Data Pipelines, Data Integration, Data Lakes, Apache Airflow, Performance Tuning, Data Security, Data Transformation, Apache Spark, Disaster Recovery, Data Warehousing, Cloud Infrastructure, SQL, Infrastructure as Code (IaC), Database Architecture and Administration, PySpark, Terraform, Extract, Transform, Load, Data Architecture, Cloud Computing, Data Governance
Pragmatic AI Labs
您将获得的技能: Data Pipelines, Extract, Transform, Load, Data Lakes, Databricks, Data Architecture, Data Processing, Data Wrangling, Data Strategy, Data Presentation, Data Mining, Data Management, Data Governance, Data Integrity, Data Science, Live Streaming, SQL, Data Storage, Data Ethics, Data Security, Apache
Tableau Learning Partner
您将获得的技能: Tableau 软件, 道德标准与行为, 数据管理, 电子表格软件, 数据存储, 数据收集, 数据库, Data Management, 数据基础设施, 数据仓库, 数据库管理系统, Data Governance, 摘录, 数据质量, 数据湖, 数据伦理, 商业智能, 数据架构, 数据维护
您将获得的技能: Data Architecture, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Software Architecture, Semantic Web, Continuous Deployment, Information Architecture, CI/CD, Maintainability, AI Enablement, Organizational Structure, AI Integrations, Product Automation, Interoperability, Data Analysis, Generative AI
总之，以下是 10 最受欢迎的 data lakes 课程
- 数据工程概论: IBM
- 数据仓库基础知识: IBM
- 在 Google Cloud 上构建数据湖和数据仓库: Google Cloud
- 在 AWS 上构建 Data Lake: Amazon Web Services
- Star Schemas to Snowflake: Data Modeling for Analytics Teams: Coursera
- Enterprise AI and Data Engineering with Databricks: Pragmatic AI Labs
- Data Modeling and Lakehouse Architecture with SQL: Coursera
- Microsoft Azure - Data Factory: EDUCBA
- Modern Data Architecture & Lakehouse Engineering: Coursera
- Data Engineering with Delta Lake on Databricks: Pragmatic AI Labs
