MapReduce 课程可以帮助您学习数据处理技术、并行计算和 Distributed Systems。您可以掌握优化数据工作流、管理 Big Data 数据集和实施大数据分析算法的技能。许多课程都会介绍 Apache Hadoop 和 Apache Spark 等工具,这些工具支持执行 MapReduce 作业并高效处理海量信息。

您将获得的技能: Apache Hadoop, Big Data, Application Deployment, Social Network Analysis, Data Processing, Distributed Computing, Java, Text Mining, Graph Theory, File I/O
混合 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 模型培训, 大数据, Apache Spark, Data Management, 数据建模, Model Evaluation, 数据管理, 数据库设计, 数据管道, 模型评估, 数据整合, 回归分析, 探索性数据分析, 数据基础设施, 图论, 数据处理, Apache Hadoop, 网络模型, 数据挖掘, MongoDB, 分类算法, 数据展示
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Hive, Big Data, Database Design, Social Media Analytics, Extensible Markup Language (XML), Database Management Systems, Database Management, Apache Hadoop, Extensible Languages and XML, Analytics, Data Processing, Data Management, Data Analysis, Data Import/Export, Data Integration
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Data Store, Serverless Computing, Data Migration, Model Training, Apache Hadoop, Data Storage Technologies, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, AI Personalization, Advanced Analytics, Applied Machine Learning, AI Integrations, Site Reliability Engineering, Data Processing
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Database Design, Applied Machine Learning, Database Management Systems, Data Architecture, Database Theory, Database Management, Database Development, Database Architecture and Administration, Cloud Computing, Big Data, Relational Databases, Query Languages, Data Processing, SQL
中级 · 专项课程 · 1-3 个月

Illinois Tech
您将获得的技能: Database Design, Database Systems, Relational Databases, Database Software, Databases, Database Application, NoSQL, Database Management Systems, Database Management, Database Development, Machine Learning Algorithms, SQL, Big Data, Model Evaluation, Apache Hadoop, MySQL, Statistical Analysis, Database Theory, Data Analysis, Data Preprocessing
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Cloud Infrastructure, Data Modeling, Database Design, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
中级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 数据分析, 数据可视化, 大数据, 仪表板创建, 数据清理, IBM Cognos 分析系统, 数据整理, 统计分析, 交互式数据可视化, 透视表和图表, Microsoft Excel, 分析技能, 统计可视化, Excel 公式, 数据可视化软件, 电子表格软件, 仪表板, 数据故事, 数据展示, Apache Hadoop
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Hive, Big Data, JSON, Apache Hadoop, Dataflow, People Analytics, Analytics, Data Analysis, Data Pipelines, Data-Driven Decision-Making, Data Preprocessing, Data Processing, Data Transformation, Query Languages, Debugging
混合 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Data Access, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

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

École Polytechnique Fédérale de Lausanne
您将获得的技能: 计算机编程, 大数据, 分布式计算, Algorithm, Apache Spark, 数据结构, 交互式数据可视化, 用户界面(UI), 应用设计, 传单(软件), 面向对象编程(OOP), 软件设计模式, 科学可视化, 算法, 面向对象设计, 功能设计, 编程原则, Scala 编程, Apache Hadoop, 数据操作, 数据处理
中级 · 专项课程 · 3-6 个月