Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

您将获得的技能: Tensorflow, Dataflow, Google Cloud Platform, Data Import/Export, Data Pipelines, Feature Engineering, Data Lakes, Data Governance, Data Store, Model Deployment, Real Time Data, Dashboard Creation, Cloud Engineering, Apache Kafka, Applied Machine Learning, Data Warehousing, Apache Spark, Dashboard, Data Infrastructure, Data Storage Technologies
中级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Spark, Large Language Modeling, Applied Machine Learning, Model Training
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Databases, Database Development, Database Management, Acceptance Testing, Data Architecture, Web Applications, Microservices, Software Architecture, Software Engineering, System Testing, Data Infrastructure, Software Systems, System Monitoring, Functional Requirement, Application Deployment, Site Reliability Engineering, Middleware, Distributed Computing, Prototyping, Big Data
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高级设置 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Google Cloud Platform, Dataflow, Data Lakes, Data Pipelines, Big Data, Extract, Transform, Load, Real Time Data, Tensorflow, Query Languages, Apache Spark, MLOps (Machine Learning Operations), Data Migration, Data Processing, SQL, Data Integration, Unstructured Data, Dashboard Creation, Apache Hadoop, Data Warehousing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Dataflow, Dashboard Creation, Data Preprocessing, Data Warehousing, Data Import/Export, Data Infrastructure, Data Governance, Big Data, Feature Engineering, Data Architecture, Dashboard, Extract, Transform, Load, Data Migration, Apache Spark, Tensorflow
中级 · 专项课程 · 3-6 个月

您将获得的技能: Google Cloud Platform, Dataflow, Dashboard Creation, Data Pipelines, Model Deployment, Data Preprocessing, Data Lakes, Data Processing, Dashboard, Real Time Data, Tensorflow, Data Warehousing, Apache Spark, Big Data, Data Infrastructure, Cloud Engineering, Applied Machine Learning, Cloud Storage, Data Storage, Model Training
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Security Controls, Scalability, Data Governance, Data Management, Performance Tuning, Microsoft Azure, Metadata Management, IT Security Architecture, Azure Active Directory, Disaster Recovery, Data Security, Big Data, Identity and Access Management, Encryption
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Model Training, Tensorflow, A/B Testing, Responsible AI, Data Processing, Convolutional Neural Networks, Machine Learning Software, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Model Deployment, Machine Learning, Recurrent Neural Networks (RNNs), Dimensionality Reduction
高级设置 · 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

University of Pennsylvania
您将获得的技能: 人员管理, 同行评审, 人力资源战略, 营销分析, 客户洞察, 数据驱动决策, 运行效率, 预测分析, 商业分析, 运行分析, 描述性分析, 财务报表分析, 客户分析, 财务数据, 人力资源管理与规划, 财务分析, 人员分析, 财务报表, 分析, 数据驱动的营销
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 微服务, 大数据, 数据库理论, 数据架构, 数据库系统, 分布式计算, 数据基础设施, 数据存储, 可扩展性, 软件工程, 软件架构, 性能测试, 性能调整, 预测建模, 性能压力测试
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高级设置 · 课程 · 1-4 周

您将获得的技能: Big Data, SQL, Test Case, Apache Hadoop, Analytics, Data Analysis, Query Languages, Databases, Relational Databases, Database Management, Data Manipulation, Apache, Metadata Management
初级 · 课程 · 1-4 周