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。

SkillUp
您将获得的技能: Data Governance, 风险管理, 个人身份信息, 合规管理, 威胁检测, 数据架构, 数据安全, Encryption, 信息隐私, 数据完整性, 事件响应, 法律, 安全控制, 网络安全, 数据质量
中级 · 课程 · 1-4 周

您将获得的技能: Data Processing, Metadata Management, Cloud Storage, Google Cloud Platform, Data Pipelines, Data Migration, Big Data, Data Storage, Extract, Transform, Load, Data Infrastructure, Cloud Services, Data Management, Automation, Data Transformation, Real Time Data, Serverless Computing
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Python 程序设计, 命令行界面, 应用程序部署, Algorithm, 虚拟环境, AWS SageMaker, 应用机器学习, 开发环境, 数据管道, 集装箱化, Jupyter, 微服务, 软件包和软件管理, 云工程, 测试自动化
中级 · 课程 · 1-4 周

您将获得的技能: Metadata Management, Extract, Transform, Load, Data Migration, Google Cloud Platform, Data Pipelines, Apache Airflow, Data Infrastructure, Data Sharing, Data Processing, Data Integration, IT Automation, Cloud Storage, Data Storage, Real Time Data, Serverless Computing
初级 · 课程 · 1-3 个月

您将获得的技能: Data Pipelines, Data Migration, Google Cloud Platform, Cloud Storage, Data Lakes, Extract, Transform, Load, Big Data, Command-Line Interface, Data Warehousing, Data Storage, Data Transformation, Automation, Real Time Data, Serverless Computing
初级 · 课程 · 1-3 个月

LearnKartS
您将获得的技能: Serverless Computing, Containerization, Amazon Web Services, Data Migration, Amazon DynamoDB, Docker (Software), Databases, Cloud Engineering, Kubernetes, AWS Identity and Access Management (IAM), Operational Databases, Amazon Elastic Compute Cloud, Database Management, Performance Tuning, Amazon S3, Cloud Security, Data Security, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Amazon CloudWatch, AWS CloudFormation, Infrastructure as Code (IaC), CI/CD, Amazon Web Services, Cloud Engineering, Devops Tools, AWS Identity and Access Management (IAM), Continuous Integration, Data Security, Cloud Security, Network Security, Cloud Management, Amazon Elastic Compute Cloud, DevSecOps, Data Loss Prevention, System Monitoring, Amazon S3, Data Management
中级 · 课程 · 1-4 周

您将获得的技能: Data Migration, Google Cloud Platform, Cloud Storage, Extract, Transform, Load, Data Pipelines, Data Processing, Big Data, Data Warehousing, Data Integration, Data Storage, SQL, Data Transformation, Automation
初级 · 课程 · 1-3 个月

您将获得的技能: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Applied Machine Learning, Big Data, Serverless Computing, Machine Learning, Data Analysis, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google 云端平台, 数据分析, 数据存储, 数据管理, Data Management, 数据处理, 云存储, 数据安全, 数据基础设施, 数据管道, 自动化, 数据维护
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Correlation Analysis, Data Analysis, Probability Distribution, Statistical Software, Statistics, Statistical Analysis, Estimation, R (Software), Data Visualization, Risk Analysis, Probability, Statistical Methods, R Programming, Return On Investment, Probability & Statistics, Problem Solving
攻读学位
初级 · 专项课程 · 3-6 个月