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: 云计算, 集装箱化, 云原生计算, Flask (Web 框架), 云部署, 微服务, 云平台, 无服务器计算, DevOps, 云应用, Amazon Web Services, 持续交付, 虚拟机, Kubernetes, 系统监控, 性能测试
初级 · 课程 · 1-4 周

您将获得的技能: Data Analysis Expressions (DAX), Real Time Data, Dataflow, Extract, Transform, Load, Business Intelligence
初级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Power BI, Microsoft Azure, Microsoft Copilot, Business Intelligence, Data Architecture, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment
高级设置 · 课程 · 1-4 周

您将获得的技能: CI/CD, Microsoft Azure, Data Lakes, Microsoft Power Platform, Azure Synapse Analytics, Data Pipelines, Analytics, Data Governance, Advanced Analytics, Data Security, Data Management, Data Analysis Expressions (DAX), Power BI, Microsoft Excel, Exploratory Data Analysis, Apache Spark, Application Deployment, SQL, Governance, Version Control
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Star Schema, Data Warehousing, Database Design, Data Mart, Data Modeling, Business Intelligence, Extract, Transform, Load, Data Integrity, Data Transformation, Performance Tuning, Data Quality, Performance Analysis
中级 · 课程 · 1-4 周
您将获得的技能: Apache Kafka, Real Time Data, Apache Spark, Dashboard, PySpark, Data Pipelines, Business Intelligence, Data Persistence, JSON, Continuous Monitoring, Business Metrics, Data Integrity, Scalability
中级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Apache Kafka, Performance Metric, Live Streaming, Event-Driven Programming, Network Troubleshooting, Network Architecture
初级 · 专项课程 · 1-3 个月

您将获得的技能: Dashboard, Kibana, System Monitoring, Automation, Scripting, Devops Tools, Python Programming, Linux, Data Visualization Software, Data Structures, JSON
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Apache Kafka, Real Time Data, Data Pipelines, Data Processing, Scalability, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), SAS (Software), Data Integration, Statistical Programming, Statistical Methods, Data Manipulation, Data Processing, Data Management, SQL, Data Transformation, Data Governance, Transaction Processing, Version Control, Data Structures, File Management
中级 · 课程 · 1-3 个月

您将获得的技能: SQL, Query Languages, Database Design, Performance Tuning, Database Management, Database Development, Databases, PostgreSQL, Data Access
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Data Lakes, Data Governance, Data Warehousing, Data Infrastructure, Data Architecture, Google Cloud Platform, Data Management, Advanced Analytics, Data Security, Big Data, Cloud Storage, Data Pipelines, Machine Learning Methods
中级 · 课程 · 1-3 个月