Apache Storm 课程可以帮助您学习流处理、实时解析、容错和分布式计算。您可以掌握部署和管理复杂数据管道、优化性能以及与各种数据源集成的技能。许多课程介绍了用于消息中介的 Apache Kafka、用于集群管理的 Nimbus 和用于监控的 Storm UI 等工具,展示了这些工具如何促进高效的数据处理并提高应用程序的响应速度。

您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
中级 · 课程 · 3-6 个月

您将获得的技能: Apache Airflow, CI/CD, Data Pipelines, Workflow Management, Site Reliability Engineering, Data Engineering, Extract, Transform, Load, Model Deployment, Data Quality, Version Control, PostgreSQL, Git (Version Control System), Python Programming, Debugging, SQL, Production Management, Scheduling, Unit Testing, Linux Commands, Web Servers
中级 · 课程 · 1-4 周

Packt
您将获得的技能: Apache Maven, Build Tools, Dependency Analysis, Integrated Development Environments, Jenkins, Software Configuration Management, JUnit, Software Installation, Code Coverage, Code Review, Software Versioning, Shell Script, Project Management, Software Documentation, Automation, Systems Integration, Debugging
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 查询语言, 数据库管理, 外壳脚本, 数据仓库, IBM Cognos 分析系统, Linux 命令, 数据管道, 文件管理, Bash(脚本语言), 阿帕奇气流, 关系数据库, MySQL, 数据库架构和管理, 摘录, 数据可视化, 仪表板, 数据库设计, Apache Kafka, IBM DB2
初级 · 专业证书 · 3-6 个月

您将获得的技能: 机器学习, 生成式人工智能, Model Evaluation, 无监督学习, Apache Hadoop, 数据管道, 回归分析, 监督学习, 数据转换, 模型评估, PySpark, 分类算法, 数据处理, Apache Spark, 摘录, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Cloud Infrastructure, Microsoft Azure, Infrastructure As A Service (IaaS), Data Processing, Big Data, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Databricks, Infrastructure Security, Data Pipelines, Virtual Networking, Azure DevOps, Virtual Machines, Azure Active Directory, Analytics, Active Directory, Network Security, Model Deployment, Python Programming, Role-Based Access Control (RBAC)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Hadoop, Apache Hive, Extract, Transform, Load, Data Import/Export, Data Pipelines, Big Data, Data Migration, Data Integration, MySQL, Data Processing, SQL, Analytics, Data Manipulation, Database Management, Relational Databases, Data Architecture, Data Quality, Software Installation, Scalability, Performance Tuning
初级 · 专项课程 · 1-3 个月

您将获得的技能: Extract, Transform, Load, Data Warehousing, Web Scraping, Database Administration, Data Engineering, Database Design, Relational Databases, Linux Commands, Data Pipelines, SQL, Database Management, Apache Kafka, Apache Airflow, Bash (Scripting Language), Database Architecture and Administration, Shell Script, IBM DB2, Generative AI, Data Import/Export, Data Security
中级 · 专业证书 · 3-6 个月

您将获得的技能: 查询语言, 商业智能, 数据库, 数据仓库, Linux 命令, 数据管道, 外壳脚本, 阿帕奇气流, 文件管理, 交互式数据可视化, IBM Cognos 分析系统, 数据可视化, 摘录, 关系数据库, 仪表板, IBM DB2, Apache Kafka, Bash(脚本语言), 星形模式, 存储过程
初级 · 专项课程 · 3-6 个月

您将获得的技能: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Transformation, MySQL, Data Manipulation, Java Platform Enterprise Edition (J2EE), Data Import/Export, Data Persistence, Development Environment, Software Installation
混合 · 课程 · 1-4 周

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

您将获得的技能: Apache Spark, PySpark, Performance Tuning, Data Pipelines, Data Processing, Systems Analysis
初级 · 课程 · 1-4 周