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。

Duke University
您将获得的技能: Bash(脚本语言), 数据管理, 开发环境, 命令行界面, 脚本, 文件系统, 外壳脚本, 文件管理, 利纳克斯, Linux 命令, 远程访问系统, Data Management, 数据操作, Linux 管理, 数据处理, Unix Shell
★ 4.5 (135) · 中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 数据库, 运行数据库, 数据库管理, Python 编程, 查询语言, 脚本语言, JSON, 数据持久性, 网络抓取, MySQL, 数据导入/导出, 脚本, 空间分析, 数据存储, 数据操作, 数据库软件, 数据采集, 数据库开发, 数据结构
★ 4.4 (111) · 中级 · 课程 · 1-4 周

您将获得的技能: MongoDB, Data Transformation, Customer Analysis, Customer Insights, Back-End Web Development, Customer Data Management, Data Processing, NoSQL, Database Development, Data Maintenance, Document Management, Pandas (Python Package), Database Design, Data Validation, Extract, Transform, Load, Database Management, Databases, Data Pipelines, Data Access, Query Languages
★ 4.6 (72) · 初级 · 专项课程 · 1-3 个月

Snowflake
您将获得的技能: GitHub, 命令行界面, 查询语言, 数据转换, 数据共享, 数据导入/导出, 数据管道, 摘录, 数据分析, 存储过程, 数据工程, 数据仓库, 应用程序部署, 软件工程工具, 数据整合, Microsoft Visual Studio
★ 4.7 (142) · 中级 · 课程 · 1-3 个月

LearnKartS
您将获得的技能: Amazon S3, Amazon Web Services, SQL, Extract, Transform, Load, Data Quality, Cloud Engineering, Data Pipelines, Version Control, Data Modeling, Data Storage, Cloud Storage, Git (Version Control System), Data Management, Query Languages, Data Storage Technologies, AWS Identity and Access Management (IAM), Data Security, Big Data, Software Versioning, Encryption
初级 · 课程 · 1-4 周

您将获得的技能: Cloud Engineering, Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation
初级 · 课程 · 1-3 个月

您将获得的技能: Cloud Engineering, Data Transformation
中级 · 课程 · 3-6 个月
您将获得的技能: Dashboard Creation, Dashboard, Azure Synapse Analytics, Microsoft Azure, Data Storage Technologies, Microsoft SQL Servers, Data Storage, Cloud Engineering, Data Store, Data Architecture, Performance Tuning, Query Languages, Database Design, SQL, NoSQL, Data Processing, Cloud Solutions, Process Optimization, Data Modeling, System Monitoring
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Data Presentation, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Natural Language Processing, NoSQL, Exploratory Data Analysis, Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting
学位 · 1-4 年

Snowflake
您将获得的技能: Data Engineering, Database Management, Databases, Data Pipelines, Continuous Deployment, Devops Tools, Change Control, DevOps, CI/CD, Command-Line Interface, Version Control, Event Monitoring, Continuous Monitoring, Data Analysis
★ 4.6 (26) · 高级设置 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Cloud Infrastructure, Data Modeling, Database Design, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
★ 4.4 (98) · 中级 · 专项课程 · 1-3 个月
Starweaver
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, AI Personalization, Data Engineering, Context Engineering, AI Orchestration, System Monitoring, Generative AI, Data Processing, AI Workflows, Extract, Transform, Load, Scalability, Large Language Modeling, Data Architecture, Data Pipelines, Embeddings, Continuous Monitoring, Talent Pipelining, Process Optimization, Engineering
中级 · 课程 · 1-4 周