Data Lake 课程可以帮助您学习数据摄取、存储管理、数据处理和解析技术。您可以掌握数据治理、模式设计和优化查询性能方面的技能。许多课程会介绍 Apache Hadoop、Amazon S3 和 Apache Spark 等工具,演示这些技术如何支持高效的数据处理和分析。您还将探索数据架构、ETL 流程和数据安全等关键主题,掌握有效管理大型数据集的实用知识。

您将获得的技能: Dataflow, Data Pipelines, Apache Kafka, Serverless Computing, Site Reliability Engineering, Debugging, Identity and Access Management, Cloud Security, Real Time Data, Data Integrity, Data Security, Data Processing, Performance Tuning, System Monitoring, Google Cloud Platform, CI/CD, Unit Testing, Pandas (Python Package), Data Transformation, SQL
中级 · 专项课程 · 3-6 个月

您将获得的技能: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Cloud Development, Application Performance Management, Google App Engine
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 微积分, 数值分析, 积分微积分, 线性代数, 应用数学, 数据科学, 数学理论与分析, 衍生产品
中级 · 课程 · 1-4 周

您将获得的技能: Dataflow, Data Pipelines, Site Reliability Engineering, Debugging, Data Integrity, Performance Tuning, System Monitoring, CI/CD, Unit Testing, Data Processing, Google Cloud Platform, Disaster Recovery, Integration Testing
高级设置 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 数据分析, 模型评估, 数据处理, 负责任的人工智能, 张力流, 卷积神经网络, 数据预处理, 机器学习软件, 监督学习, 信息隐私, 分布式计算, 数据伦理, 模型部署, 数据管道, Virtual Machine, 图像分析, 数据转换, 机器学习, 分类算法, 迁移学习
中级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Customer Analysis, Marketing Analytics, Big Data, Generative AI, Customer Insights, Analytics, Predictive Modeling, Data-Driven Decision-Making, Predictive Analytics, Data Analysis, Forecasting
初级 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, Google Cloud Platform, Data Processing, Systems Design, Data Storage, Data Architecture, Data Warehousing, Data Migration, Data Analysis, Data Transformation, Data Management, Data Preprocessing, Automation, Data Security
高级设置 · 课程 · 1-3 个月

您将获得的技能: Microsoft Azure, Cloud Security, Data Governance, Data Management, Data Security, Secure Coding, Cloud Applications, Application Security, Identity and Access Management, Key Management, Multi-Factor Authentication, Encryption, Role-Based Access Control (RBAC)
高级设置 · 课程 · 1-4 周

Yonsei University
您将获得的技能: 显示设备, 电信, 多媒体, 新兴技术, Apache Spark, 物联网, 云计算架构, 增强现实与虚拟现实(AR/VR), 大数据, 分析, 产品规划, SPSS, 云计算, Apache Hadoop, 增强现实, 局域网, 苹果 iOS, 市场分析, 无线网络, 实时数据
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Data Sharing, Cloud Engineering, Data Pipelines, Data Migration, Google Cloud Platform, Data Infrastructure, Data Warehousing, Cloud Storage, Data Integration, Data Lakes, Data Processing, Extract, Transform, Load, Data Storage, Big Data, Command-Line Interface, Data Transformation, Automation
初级 · 课程 · 1-3 个月

您将获得的技能: R Programming, Alteryx, Statistical Programming, Tableau Software, Data Cleansing, Data Visualization Software, Dashboard, Data Visualization, Data Storytelling, Interactive Data Visualization, Data Presentation, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Data Processing, Data Manipulation, Data Transformation, Data Import/Export
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: SQL, 微软 Azure, NoSQL, 分析, 数据湖, 测试计划, 云服务, 数据存储, 数据仓库, 数据库, 关系数据库
初级 · 课程 · 1-4 周