数据工程课程
数据工程课程可以帮助您学习数据建模、ETL（提取、转换、加载）流程和数据仓库技术。您可以掌握数据管道构建、数据库管理以及确保数据质量和完整性方面的技能。许多课程会介绍 Apache Spark、Hadoop 和 SQL 等工具，这些工具支持处理大型数据集和优化数据 Workflow。您还将探索 AWS 和 Azure 等云平台，这些平台可促进可扩展的数据解决方案，并提高您在各种环境中管理数据的能力。
热门数据工程课程和认证
Duke University
您将获得的技能: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux
状态：新状态：免费试用您将获得的技能: Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation
状态：预览您将获得的技能: Dashboard, Azure Synapse Analytics, Microsoft Azure, Data Storage Technologies, Microsoft SQL Servers, Data Storage, Cloud Engineering, Data Architecture, Data Infrastructure, Performance Tuning, Query Languages, Database Design, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Process Optimization, Data Modeling, System Monitoring
您将获得的技能: Data Sharing, Extract, Transform, Load, Cloud Storage, Google Cloud Platform, Data Migration, Data Pipelines, Big Data, Data Infrastructure, Data Warehousing, Data Storage, Data Processing, Data Management, Metadata Management, Automation
状态：免费试用您将获得的技能: MongoDB, Data Transformation, Customer Analysis, Data Analysis, Back-End Web Development, Customer Data Management, Data Processing, NoSQL, Data Maintenance, Pandas (Python Package), Database Design, Data Validation, Financial Data, Data Import/Export, Database Management, Data Cleansing, Databases, Data Pipelines, Data Access, Query Languages
状态：新状态：免费试用LearnKartS
您将获得的技能: Amazon S3, Amazon Web Services, SQL, Extract, Transform, Load, Data Quality, Data Pipelines, Version Control, Data Modeling, Cloud Storage, Git (Version Control System), Data Management, Data Storage Technologies, Cloud Security, Data Security, Big Data, Encryption
状态：免费试用Duke University
您将获得的技能: MySQL, 数据库, 数据操作, Python 程序设计, 脚本, SQL, 数据采集, 数据持久性, 数据结构, 网页抓取, 超文本标记语言（HTML）, JSON, 数据导入/导出, 数据库管理, 空间分析
您将获得的技能: Metadata Management, Data Pipelines, Data Processing, Google Cloud Platform, Data Migration, Cloud Storage, Apache Airflow, Data Lakes, Data Storage, Big Data, Data Infrastructure, Extract, Transform, Load, Apache Spark, IT Automation, Data Management, Data Transformation, Serverless Computing, SQL
状态：免费试用Duke University
您将获得的技能: 数据管道, 系统编程, 亚马逊网络服务, 数据操作, 实时数据, Python 程序设计, Encryption, 数据结构, 数据处理, 云应用, 还原式 API, 软件测试, 命令行界面, 云 API, 应用编程接口 (API), 密码学, 拉斯特（编程语言）
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：免费试用Starweaver
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, AI Personalization, Data Engineering, System Monitoring, Generative AI, Prompt Engineering, Data Processing, AI Workflows, Scalability, Data Architecture, Data Pipelines, Embeddings, Performance Tuning, Continuous Monitoring, Database Systems, Talent Pipelining, Process Optimization, Engineering
状态：免费试用Microsoft
您将获得的技能: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Cleansing
总之，以下是 10 最受欢迎的 data engineering 课程
- MySQL-for-Data-Engineering: Duke University
- Introduction to Data Engineering on AWS: Packt
- Azure Data Engineering: Cosmos DB, SQL & Analytics: Coursera
- Introduction to Data Engineering on Google Cloud - 日本語版: Google Cloud
- Python NoSQL Data Engineering with MongoDB: EDUCBA
- Data Engineering Foundations on AWS: LearnKartS
- 使用 Python 和 SQL 编写数据工程脚本: Duke University
- Introduction to Data Engineering on Google Cloud - Español: Google Cloud
- 使用 Rust 的数据工程: Duke University
- Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera
