Cluster Analysis(聚类分析)课程可以帮助您学习数据分割、模式识别和数据集内自然分组的识别。您可以培养评估聚类方法、解释结果以及将统计技术应用于实际问题的技能。许多课程都会介绍 R、Python 等工具和用于数据可视化的专项软件,这些工具支持实施聚类算法和分析复杂的数据结构。

您将获得的技能: Dataflow, Data Pipelines, Data Processing, Debugging, Performance Tuning, Serverless Computing, CI/CD, Unit Testing, Google Cloud Platform, Disaster Recovery, Integration Testing
高级设置 · 课程 · 1-3 个月

您将获得的技能: Dataflow, Real Time Data, Google Cloud Platform, Data Pipelines, Big Data, Data Storage Technologies, Data Processing, Advanced Analytics, Data Transformation, Scalability, Performance Tuning
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Big Data, Customer Relationship Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Data Analysis
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Jupyter, Google Cloud Platform, SQL, Customer Relationship Management
中级 · 课程 · 1-4 周

您将获得的技能: Fraud detection, Web Services, Simple Object Access Protocol (SOAP), Service Oriented Architecture, API Testing, Verification And Validation, Process Design, API Design, Software Design, Workflow Management, System Testing, Extensible Markup Language (XML), Data Validation, Software Testing, Enterprise Architecture, Secure Coding, Middleware
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Gemini, AI Enablement, Data Pipelines, Exploratory Data Analysis, Google Cloud Platform, Data Preprocessing, Data Transformation, Data Analysis, Generative AI, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Cloud Computing Architecture, Cloud Security, Cloud Infrastructure, Cloud Solutions, Solution Architecture, Cloud Computing, Network Planning And Design, Process Analysis, Process Optimization, Cloud Deployment, Site Reliability Engineering, Project Implementation, Cost Reduction, Business Requirements, Resource Utilization
高级设置 · 课程 · 1-3 个月

您将获得的技能: Google Gemini, Generative AI, Customer Relationship Management, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), SQL, Google Cloud Platform, Jupyter, Business Workflow Analysis, Big Data, Model Evaluation, Data Analysis Software
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Analysis, Applied Machine Learning, Model Deployment, Machine Learning, Predictive Modeling, Machine Learning Algorithms
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Big Data, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Google Cloud Platform, Generative AI, SQL, Data Visualization Software
初级 · 课程 · 1-4 周

您将获得的技能: Gemini, Data Preprocessing, Exploratory Data Analysis, Big Data, Google Cloud Platform, Interactive Data Visualization, Data Pipelines, Generative AI, Debugging, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Star Schema, Snowflake Schema, Data Warehousing, Database Design, Data Pipelines, Transact-SQL, Stored Procedure, Extract, Transform, Load, CI/CD, Data Integration, Microsoft Azure, Performance Tuning, Data Transformation, Security Controls, Git (Version Control System), Scalability
中级 · 课程 · 1-3 个月