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。

University of Colorado Boulder
您将获得的技能: 微积分, 数据科学, 数值分析, 积分微积分, 线性代数, 应用数学, 数学理论与分析, 衍生产品
中级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Sustainable Development, Law, Regulation, and Compliance, Data Security, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Leadership, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design
混合 · 课程 · 1-3 个月

您将获得的技能: Relational Databases, API Design, ASP.NET, Object-Relational Mapping, Databases, Query Languages, Back-End Web Development, Application Programming Interface (API), Restful API, Code Review, Database Design, SQL, Data Access, Data Manipulation, C# (Programming Language)
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: SAS (Software), Forecasting, Data Visualization Software, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Predictive Analytics, Geospatial Mapping, Data Analysis, Geographic Information Systems, Data Manipulation, Data Transformation, Statistical Programming
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Looker (Software), Order Fulfillment, Customer Analysis, Business Analytics, Data-Driven Decision-Making, Business Intelligence, Business Intelligence Software, Google Cloud Platform, Dashboard, Business Analysis, Data Visualization, Data Analysis, Sales Management, Sales, Product Knowledge, Enterprise Resource Planning
初级 · 项目 · 不超过 2 小时

Board Infinity
您将获得的技能: Software-Defined Data Center (SDDC), VMware vSAN, Virtualization, Data Centers, NSX-T Network Virtualization, VMware ESX Servers, Virtualization and Virtual Machines, vSphere Networking and Storage, vCenter Server, Virtual Machines, IT Infrastructure, Network Infrastructure, Servers, Hybrid Cloud Computing, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Machine Learning, Predictive Modeling, Feature Engineering, Data Pipelines, Data Transformation, Data Science, Python Programming, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

University of California, Irvine
您将获得的技能: 商业分析, 数据科学, 描述性统计, 数据操作, 决策支持系统, 数据驱动的决策制定, 统计, 数据库管理, 数据库管理系统, 微软Excel, 数据库设计, 统计分析, SQL, 关系数据库, 摘录, 商业智能, 数据扫盲
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Data Lakes, Dataflow, Data Pipelines, Data Processing, Tensorflow, Apache Spark, Big Data, Data Warehousing, Data Infrastructure, Real Time Data, Data Architecture, Data Management, Metadata Management, Model Deployment, Apache Hadoop, Extract, Transform, Load, Cloud Computing, Unstructured Data, MLOps (Machine Learning Operations)
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Data Pipelines, Google Cloud Platform, Extract, Transform, Load, Data Infrastructure, Data Processing, Data Migration, Data Lakes, Big Data, Data Storage, Data Transformation, Data Sharing, Command-Line Interface, Automation, Serverless Computing
初级 · 课程 · 1-3 个月

您将获得的技能: Cloud Computing Architecture, Data Import/Export, MySQL, AWS Identity and Access Management (IAM)
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Git (Version Control System), Google Cloud Platform, Remote Access Systems, Data Processing, Cloud Storage, Infrastructure As A Service (IaaS), Data Pipelines, Data Sharing, Virtual Machines, Cloud Computing, Data Transformation, Security Software, Process Analysis
初级 · 项目 · 不超过 2 小时