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。

28DIGITAL
您将获得的技能: 大数据, 加密技术, 数据安全, 数据完整性, 数据伦理, 信息隐私, 脆弱性评估, 数据管理, 个人身份信息, 法律, 一般数据保护条例》(GDPR), Data Governance
初级 · 课程 · 1-4 周

您将获得的技能: Site Reliability Engineering, Google Cloud Platform, Dataflow, Kubernetes, Real Time Data, Database Management, Big Data, Continuous Deployment, Data Pipelines, Databases, Relational Databases, Containerization, Cloud Applications, Data Processing, DevOps, Software Architecture, Scalability, Cloud Storage, System Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Data Pipelines, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Development Environment
高级设置 · 课程 · 1-3 个月

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

您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Data Warehousing, Data Integration, Data Processing, Enterprise Application Management, Performance Tuning, Data Manipulation, Data Analysis, Distributed Computing, Data Import/Export, SQL, Data Transformation
混合 · 课程 · 1-3 个月

The State University of New York
您将获得的技能: 大数据, 分子生物学, 生物信息学, 健康信息学, 分析, 功能工程, 分类算法, 数据挖掘, R 程序设计, 生物医学技术, 统计分析, 预测建模, 数据预处理
高级设置 · 课程 · 1-3 个月

Duke University
您将获得的技能: Data Visualization Software, PySpark, Data Visualization, Data Storytelling, Statistical Visualization, Site Reliability Engineering, Docker (Software), Databricks, Containerization, Interactive Data Visualization, Plot (Graphics), Plotly, Data Pipelines, Matplotlib, Kubernetes, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
中级 · 专项课程 · 1-3 个月

您将获得的技能: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction
高级设置 · 课程 · 1-3 个月

您将获得的技能: Apache Hive, Big Data, JSON, Case Studies, Apache Hadoop, People Analytics, Policty Analysis, Research, and Development, Analytics, Data Analysis, Social Sciences, Data Wrangling, Data-Driven Decision-Making, Data Preprocessing, Data Processing, Business Analytics, Data Manipulation, Data Transformation, Query Languages, Debugging, Demography
混合 · 课程 · 1-4 周

École Polytechnique Fédérale de Lausanne
您将获得的技能: 大数据, 数据分析, 编程原则, 数据处理, 数据操作, 分布式计算, Scala 编程, 数据持久性, Apache Spark, 查询语言, 性能调整
中级 · 课程 · 1-4 周

您将获得的技能: Apache Hadoop, Big Data, Cloud Management, File Systems, Data Processing, Data Storage, Java, Operating System Administration, Systems Administration, Distributed Computing, Command-Line Interface, Linux Commands
混合 · 课程 · 1-3 个月

您将获得的技能: Apache Hadoop, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Data Warehousing, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Business Intelligence
混合 · 课程 · 1-4 周