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。

University of California San Diego
您将获得的技能: 回归分析, 可扩展性, 数据管道, 分类算法, 数据管理, 数据处理, 图论, 数据预处理, MongoDB, 大数据, 数据建模, 探索性数据分析, Apache Spark, Apache Hadoop, 数据整合, 数据挖掘, 数据展示, 数据库设计, 模型评估, 应用机器学习
初级 · 专项课程 · 3-6 个月
您将获得的技能: Apache Kafka, Data Pipelines, Real Time Data, Apache Spark, Event-Driven Programming, Distributed Computing, Software Architecture, Performance Tuning, Real-Time Operating Systems, Application Deployment, Systems Architecture, Scalability, Data Processing, System Monitoring, Architecture and Construction, Data Transformation, Performance Management
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 可扩展性, 数据质量, 无服务器计算, 数据库管理, 数据仓库, 性能调整, 数据验证, 数据清理, 系统监控
中级 · 课程 · 1-4 周

您将获得的技能: Apache Hadoop, Data Import/Export, Extract, Transform, Load, Big Data, Data Pipelines, Data Processing, Data Migration, SQL, Analytics, Data Manipulation, MySQL, Data Quality, Scalability, Data Security, Scheduling
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage Technologies, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, Data Science, Data Transformation, Information Technology, Data Analysis, Python Programming
攻读学位
中级 · 课程 · 1-4 周
您将获得的技能: Real Time Data, Apache Spark, Fraud detection, PySpark, Databricks, Data Pipelines, Dashboard, Big Data, Performance Tuning, Data Processing, Anomaly Detection, Operational Databases, Internet Of Things, Data Analysis, Performance Analysis, Trend Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Real Time Data, Predictive Modeling, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Statistical Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Kafka, Real Time Data, Performance Testing, Scalability, AI Enablement, Data Pipelines, Apache Spark, Operational Databases, Data-Driven Decision-Making, Enterprise Architecture, Anomaly Detection, System Monitoring, System Configuration, Service Level, Usability
中级 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Command-Line Interface, Apache, Data Pipelines, Java, Enterprise Application Management, Real Time Data, Distributed Computing, Performance Tuning
中级 · 课程 · 3-6 个月

University of California, Davis
您将获得的技能: 数据管道, 统计分析, JSON, 数据故事, 描述性统计, 分布式计算, 数据管理, 同行评审, 演讲, 数据质量, 数据建模, Apache Spark, 性能指标, 数据分析, 查询语言, 解决复杂问题, 探索性数据分析, 数据库设计, 数据可视化, 数据湖
初级 · 专项课程 · 3-6 个月
您将获得的技能: Apache Kafka, Multi-Tenant Cloud Environments, Data Pipelines, Real Time Data, Operational Data Store, Payment Card Industry (PCI) Data Security Standards, Data Governance, Scalability, Performance Tuning, Capacity Management, Compliance Management, Data Architecture, Application Performance Management, Governance, Apache, Cloud Storage, System Monitoring, Computer Architecture
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 数据流, 数据管道, 云计算, 身份和访问管理, 数据处理, 集装箱化, 互操作性, 无服务器计算, 数据基础设施, 数据存储技术, 云安全
中级 · 课程 · 1-3 个月