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。

Johns Hopkins University
您将获得的技能: 数据结构, 软件包和软件管理, 数据操作, 编程原则, 计算逻辑, Python 程序设计, 面向对象编程(OOP), 文件输入/输出, Jupyter, 生物信息学
混合 · 课程 · 1-4 周

您将获得的技能: Apache Spark, 数据库, Apache Cassandra, 分布式计算, 数据管道, MongoDB, 大数据, Apache Hadoop, 生成式人工智能, 机器学习, PySpark, 机器学习算法, 应用机器学习, NoSQL, 监督学习, Apache Hive, 摘录, 模型评估, Kubernetes, IBM 云
初级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Claude Code, Prompt Engineering, Multimodal Prompts, Version Control, AI Workflows, Generative AI Agents, Git (Version Control System), AI Orchestration, Quality Assurance, Generative AI, Software Quality Assurance, Software Development, Software Documentation, Artificial Intelligence, Software Development Life Cycle, Software Architecture, Automation, Software Testing, Software Design, Software Development Methodologies
初级 · 课程 · 1-3 个月

您将获得的技能: MySQL Workbench, Data-Driven Decision-Making, Exploratory Data Analysis, MySQL, Business Analytics, Data Analysis, Database Design, SQL, Analytical Skills, Data Presentation, Technical Communication, Relational Databases
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), C and C++, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Technical Design, Theoretical Computer Science
中级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: 数据库, 数据库系统, 数据存储, 数据架构, 数据仓库, 云服务, 数据处理, 数据湖, 微软 Azure, Azure 突触分析, NoSQL, 云存储, 数据库管理员, 关系数据库, 数据库管理, SQL, MySQL, Power BI
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning
获得学位
学位 · 1-4 年

您将获得的技能: Excel Formulas, Google Sheets, Service Level, Spreadsheet Software, Customer Data Management, Customer Support, Data Entry, Data Validation, Process Analysis, Data Analysis, Data Integration, Organizational Skills, Data Management
初级 · 指导项目 · 不超过 2 小时
Rice University
您将获得的技能: 数据可视化软件, 数据导入/导出, 散点图, Excel 公式, 制图, 数据操作, 微软Excel, 透视表和图表, 电子表格软件, 柱状图, 数据分析
混合 · 课程 · 1-4 周

KodeKloud
您将获得的技能: Cloud Engineering, Site Reliability Engineering, Amazon Elastic Compute Cloud, Amazon CloudWatch, Cloud-Native Computing, Kubernetes, Continuous Delivery, AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), System Monitoring, Serverless Computing, Performance Testing, Scenario Testing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Looker (Software), Responsible AI, Data Lakes, Data Storytelling, Data Governance, Google Gemini, Data Visualization, Dashboard, Data Architecture, Data Pipelines, Data Visualization Software, Data Management, Cloud Infrastructure, Generative AI, Data Cleansing, Gemini, Cloud Storage, Data Transformation, Identity and Access Management, Data Literacy
初级 · 专业证书 · 3-6 个月

您将获得的技能: Apache Spark, 数据转换, Docker (软件), 开发环境, 分布式计算, 大数据, 数据处理, 调试, Apache Hadoop, 可扩展性, Apache Hive, 性能调整, Kubernetes, IBM 云, PySpark
中级 · 课程 · 1-3 个月