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: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Data Transformation, Development Environment, Distributed Computing, Build Tools, Regression Analysis, Performance Tuning
中级 · 课程 · 1-3 个月

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

Universidad de los Andes
您将获得的技能: Public Cloud, Big Data, Apache Hadoop, Apache Spark, Data Architecture, Cloud Services, Data Processing, Distributed Computing, Cloud Computing, Scalability, NoSQL, File Systems, Data Storage
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: SQL, 数据管道, 数据清理, 数据分析, 数据导入/导出, 大数据, Google 云端平台, Looker (软件), 数据完整性, 谷歌工作表, 数据仓库, 数据可视化软件, 摘录, 数据转换
中级 · 课程 · 1-3 个月

您将获得的技能: Google Cloud Platform, Data Lakes, Dataflow, Data Pipelines, Big Data, Dashboard, Tensorflow, Real Time Data, Apache Spark, Apache Hadoop, Data Warehousing, Applied Machine Learning, MLOps (Machine Learning Operations), Data Infrastructure, Extract, Transform, Load, Data Processing, Cloud Storage, PySpark, Feature Engineering, Unstructured Data
中级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 可扩展性, NoSQL, Apache Spark, 现场直播, 数据存储, 数据库, 大数据, 机器学习算法, 图论, 云计算, Apache Kafka, 分析, 数据处理, 机器学习, 分布式计算, Apache Hadoop, 实时数据, 数据存储技术, 深度学习
混合 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 可扩展性, 大数据, 分析, 数据管理, Data Management, 数据库设计, Query 语言, 分布式计算, 网络分析, Algorithm, 图论, 计算平台, 无监督学习
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Database Management, Acceptance Testing, Web Applications, Microservices, Software Architecture, Software Engineering, Data Infrastructure, System Monitoring, Application Deployment, Application Development, Distributed Computing, Prototyping, Web Development, Requirements Elicitation, Test Automation, Unit Testing, Data Processing, Big Data, Data Analysis, Restful API
攻读学位
高级设置 · 课程 · 1-4 周

您将获得的技能: Site Reliability Engineering, Google Cloud Platform, Kubernetes, Real Time Data, Big Data, Data Infrastructure, CI/CD, Performance Tuning, Data Pipelines, Databases, Containerization, Data Processing, DevOps, Scalability, Cloud Storage, System Monitoring
中级 · 课程 · 1-4 周
Duke University
您将获得的技能: SQL, 数据分析, 商业分析, 数据建模, MySQL, 关系数据库, 大数据, 数据库, 数据库设计, 数据管理, Data Management
混合 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Keras (Neural Network Library), Deep Learning, Tensorflow, A/B Testing, Big Data, Data Ethics, Applied Machine Learning, Data Processing, Machine Learning Software, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Machine Learning, MLOps (Machine Learning Operations), Artificial Intelligence, Supervised Learning, Statistical Hypothesis Testing, Dimensionality Reduction, Reinforcement Learning
高级设置 · 课程 · 1-3 个月

您将获得的技能: Google Cloud Platform, Dataflow, Real Time Data, Apache Kafka, Data Pipelines, Data Lakes, PySpark, Tensorflow, Apache Spark, Dashboard, Extract, Transform, Load, Data Import/Export, Data Processing, Data Management, Unstructured Data, Data Warehousing, Data Infrastructure, Big Data, Feature Engineering, Applied Machine Learning
中级 · 专项课程 · 3-6 个月