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: Responsible AI, Data Ethics, Data Analysis, Data Preprocessing, Data Visualization Software, Artificial Intelligence, Model Evaluation, Model Deployment, Machine Learning, Technical Documentation, Software Documentation
中级 · 课程 · 1-4 周

您将获得的技能: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Engineering, Cloud Storage, Google Cloud Platform, Data Storage, Big Data, Data Storage Technologies, Data Processing, Database Design, SQL
中级 · 课程 · 1-3 个月

您将获得的技能: Data Modeling, Query Languages, Data Mapping, NoSQL, Relational Databases, Scalability, Performance Tuning, JSON, Data Validation, Event Monitoring
混合 · 课程 · 1-4 周

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

Google Cloud
您将获得的技能: Gemini, Exploratory Data Analysis, Prompt Engineering, Data Visualization Software, Google Cloud Platform, Data Cleansing, Data Transformation, Debugging, Query Languages
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Big Data, Generative AI, Customer Relationship Management, Predictive Modeling, Advanced Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming
中级 · 课程 · 1-4 周

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

您将获得的技能: Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Cloud Security, Firewall, Network Monitoring, Google Cloud Platform, Network Troubleshooting, Intrusion Detection and Prevention, Identity and Access Management, Threat Detection, Proxy Servers
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Change Management, Organizational Change, Culture Transformation, Communication Planning, Gap Analysis, Google Workspace, Employee Training, Training and Development, Business Transformation, Customer Success Management, Organizational Effectiveness, Business Analysis, Strategic Communication, Workforce Development, Needs Assessment, Stakeholder Engagement
中级 · 课程 · 1-3 个月

您将获得的技能: Data Management, Microsoft Azure, Real Time Data, Metadata Management, Data Architecture, Event-Driven Programming, Personally Identifiable Information, Operational Databases, Identity and Access Management, Power BI, Data Modeling, Security Controls, Role-Based Access Control (RBAC), Database Architecture and Administration, Analytics, Azure Active Directory, System Monitoring, Enterprise Architecture, Taxonomy, Hybrid Cloud Computing
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Marketing Analytics, Generative AI, Customer Analysis, Customer Insights, Big Data, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 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