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: NoSQL, Database Administration, Data Warehousing, SQL, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Database Management, Relational Databases, Data Security, Linux Commands, Data Migration, Data Governance, MongoDB, Apache Spark, Apache Kafka, Extract, Transform, Load, Data Architecture, Data Store
初级 · 专业证书 · 3-6 个月

University of Washington
您将获得的技能: 模型培训, 数据分析, 数据可视化, 查询语言, 大数据, 数据流, 数据科学, Model Evaluation, 无监督学习, 数据伦理, 监督学习, 关系数据库, 科学可视化, 模型评估, R 程序设计, 机器学习方法, Python 编程, 统计可视化, 功能工程, 数据库系统, 数据展示
中级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 分布式计算, C++(编程语言), Algorithm, Apache Cassandra, 云计算, 数据存储, 算法, 系统设计, NoSQL, 云计算架构, 数据库理论, 可扩展性
初级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Big Data, Apache Spark, Apache Hadoop, Apache Hive, NoSQL, Database Systems, Data Mining, Cloud Applications, Cloud Solutions, Real Time Data, Cloud Computing, Data Processing, Query Languages, Distributed Computing, Applied Machine Learning, Scripting Languages, Data Manipulation
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初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Apache Hadoop, Big Data, Data Science, Scalability, Data Processing, Data Analysis, Distributed Computing, Data Storage, Data Quality, File Systems
混合 · 课程 · 1-3 个月

您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Database Design, Data Integration, Social Media Analytics, Extensible Markup Language (XML), Database Management Systems, Database Management, JSON, Data Processing, Distributed Computing, Data Analysis, Analytics, Scalability, Extensible Languages and XML, Data Pipelines, Query Languages, Data Cleansing, Dataflow
中级 · 专项课程 · 3-6 个月

Rice University
您将获得的技能: Java 编程, 分布式计算, Algorithm, 数据流, Apache Spark, Java, Apache Kafka, 事件驱动编程, 数据结构, 算法, 性能测试, 功能设计, 性能调整, 服务器, 编程原则, Scala 编程, Apache Hadoop, 应用框架, 操作系统流程管理, 图论
中级 · 专项课程 · 3-6 个月

Università di Napoli Federico II
您将获得的技能: NoSQL, Control Systems, Apache Hadoop, Apache Hive, Big Data, Machine Controls, Simulation and Simulation Software, Model Based Systems Engineering, Database Systems, Artificial Intelligence, Data Architecture, Data Infrastructure, Mechanical Engineering, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Systems Architecture, Simulations, Global Positioning Systems, Business Intelligence, Robotics
初级 · 专项课程 · 1-3 个月

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, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis
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中级 · 课程 · 1-4 周

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

Illinois Tech
您将获得的技能: NoSQL, Machine Learning Algorithms, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Statistical Methods, Data Presentation, Generative AI, Convolutional Neural Networks, Transfer Learning, Analysis, Data Infrastructure, Machine Learning
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Dashboard Creation, Interactive Data Visualization
中级 · 课程 · 1-3 个月