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。

您将获得的技能: Databricks, Apache Spark, Microsoft Azure, Data Integration, PySpark, Data Lakes, Jupyter, File Systems, Data Processing, Big Data, Cloud Storage, Cloud Computing Architecture
初级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Azure Active Directory, Microsoft Azure, Data Lakes, Platform As A Service (PaaS), Cloud Computing, Data Integration, Relational Databases, AI Personalization, Cloud Applications, Cloud Development, Performance Tuning, Power BI, Microsoft Visual Studio, Model Deployment, Cloud Computing Architecture, Anomaly Detection, Cloud Platforms, Cloud Services, Cloud Management
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 技术文档, 基础设施即服务(IaaS), 持续交付, 云平台, Devops, 云基础设施, CI/CD, 无服务器计算, 敏捷软件开发, 云计算, GitHub, 基础设施即代码(IaC), 技术交流, 软件开发, 平台即服务(PaaS)
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Pipelines, Data Lakes, Data Warehousing, Data Infrastructure, Google Cloud Platform, Data Architecture, Cloud Storage, Cloud Services, Big Data, Scalability, Query Languages
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

Duke University
您将获得的技能: Flask(网络框架), 系统监控, 云 Native 计算, 云平台, 微服务, Virtual Machine, Devops, 集装箱化, 云应用, Kubernetes, 无服务器计算, 云部署, 云计算, 性能测试, 持续交付, 亚马逊网络服务
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: Data Management, Data Store, Middleware, Database Management
初级 · 课程 · 1-4 周

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

您将获得的技能: Databricks, CI/CD, Microsoft Azure, Data Architecture, Integration Testing, Data Pipelines, Data Integration, Data Security, Automation, Data Storage, Development Testing
中级 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Apache Spark, Data Pipelines, Distributed Computing, Real Time Data, Data Integration, Apache Hadoop, Security Controls, Configuration Management, Data Processing, Performance Tuning, Encryption, Authorization (Computing), Authentications
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming, Predictive Modeling, Development Environment, Data Manipulation, Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Model Deployment, Data Transformation, Model Evaluation, Exploratory Data Analysis, Data Processing, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts
中级 · 指导项目 · 不超过 2 小时