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 Analysis, Data Preprocessing, Artificial Intelligence, Exploratory Data Analysis, Model Evaluation, Machine Learning, Technical Documentation, Data Validation
中级 · 课程 · 1-4 周

您将获得的技能: AI Security, Security Engineering, Threat Modeling, Security Testing, Security Strategy, Responsible AI, Cyber Threat Hunting, Vulnerability Assessments, Data Integrity, Model Evaluation, Data Validation, Information Privacy, Analysis, Generative Adversarial Networks (GANs), Design
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Google Cloud Platform, Big Data, Data Transformation, Time Series Analysis and Forecasting, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-4 周

混合 · 课程

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: MLOps (Machine Learning Operations), Model Deployment, Data Governance, Data Management, AI Workflows, Business Workflow Analysis, Data Pipelines, Google Cloud Platform, Model Evaluation, Machine Learning, Containerization
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Virtual Networking, Network Monitoring, Google Cloud Platform, Network Troubleshooting, Computer Networking, Network Infrastructure, Network Performance Management, Virtual Machines, Network Analysis, Load Balancing
中级 · 课程 · 1-3 个月

您将获得的技能: Change Management, Organizational Change, Training and Development, Business Workflow Analysis, Google Workspace, Process Development, Customer Success Management, Organizational Effectiveness, Stakeholder Engagement, Communication, Needs Assessment
中级 · 课程 · 1-3 个月

您将获得的技能: Anomaly Detection, Microsoft Azure, Application Performance Management, Site Reliability Engineering, Time Series Analysis and Forecasting, Generative AI, Query Languages, Data Integration, Process Optimization, Data Analysis, Scalability, User Feedback
中级 · 课程 · 1-4 周

您将获得的技能: Information Architecture, User Experience, Content Management, Usability, UI/UX Research, Usability Testing, Design Research, User Centered Design, User Research, Statistical Analysis, Content Strategy, Goal Setting, Sample Size Determination
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Interactive Data Visualization, Data Presentation, Data Storytelling, Data Visualization Software, Power BI, Dashboard, Ad Hoc Reporting, Business Reporting, Data Analysis Expressions (DAX), Management Reporting, Analysis, Business Analysis, Strategic Decision-Making, Key Performance Indicators (KPIs), User Experience
中级 · 课程 · 1-3 个月

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