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。

Duke University
您将获得的技能: 数据操作, Python 程序设计, 数据结构, 版本控制, 开发环境, 虚拟环境, 软件开发工具, Pandas(Python 软件包), NumPy, 数据分析软件, Git(版本控制系统)
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Model Evaluation, Data Analysis, Applied Machine Learning, Environmental Regulations, Environment and Resource Management, Geospatial Information and Technology, Computer Vision, Environment Health And Safety, Environment, Operations, Operations Management, Workforce Development
中级 · 课程 · 1-3 个月

您将获得的技能: 3D Modeling, Autodesk, Visualization (Computer Graphics), Simulations
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Engineering Management, Project Risk Management, Innovation, Risk Management, Project Management, Project Design, Project Management Life Cycle, Cost Management, Creativity, Planning, Organizational Structure, Project Planning, Creative Thinking, Budgeting, Work Breakdown Structure, Leadership and Management, Organizational Strategy, Agile Methodology, Resource Allocation
初级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Key Performance Indicators (KPIs), Data Analysis, Performance Analysis, Account Strategy, Data-Driven Decision-Making, Financial Data, Productivity Software, Analytics, Administrative Support, Account Management, Sales Process, Customer Relationship Management (CRM) Software, Customer Data Management, Customer Service, Client Services, AI Personalization, Customer experience improvement, Relationship Building, Customer Insights, Generative AI
高级设置 · 专业证书 · 3-6 个月

University of California, Davis
您将获得的技能: Intellectual Property, Research, Research Methodologies, Personal Development, Research Design, Research and Design, Curiosity, Science and Research, Problem Solving, Persistence, Persuasive Communication, Time Management, Student Engagement, Goal Setting, Journals, Communication, Ethical Standards And Conduct, Strategic Thinking, Decision Making, Safety and Security
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Miro AI, Generative AI Agents, Responsible AI, AI Product Strategy, Generative AI, No-Code Development, ChatGPT, Workflow Management, Email Automation, Customer Analysis, Prompt Patterns, Customer Data Management, Personalized Service, AI Enablement, Customer and Client Support, AI Workflows, Customer Relationship Management (CRM) Software, Emotional Intelligence, Customer Success Management
初级 · 专项课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 色彩理论, 数据操作, 交互式数据可视化, 数据可视化软件, 数据分析, 信息图表, Matplotlib, 数据叙事, 制图, 设计元素和原则, 新闻学, 数据展示, 数据扫盲, Plotly, 数据可视化
初级 · 课程 · 1-3 个月

您将获得的技能: Qualitative Research, Market Research, Strategic Decision-Making, Key Performance Indicators (KPIs), Quantitative Research, Innovation, Target Audience, Data-Driven Decision-Making, Sustainable Business, Benchmarking, Business Acumen, Value Propositions, Descriptive Statistics, Performance Measurement, Ideation, Team Performance Management, Competitive Analysis, Risk Management, Business Strategy, Data Analysis
中级 · 专项课程 · 3-6 个月

Copenhagen Business School
您将获得的技能: 消费者行为, 决策, 数据收集, 市场调查, 人类学习, 商业道德, 广告, 心理学, 品牌管理, 客户洞察, 道德标准与行为, 营销, 营销心理学
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 战略营销, 打造品牌, 性能分析, 运行分析, 产品战略, 整合营销传播, 运营管理, 业务, 供应链管理, 营销策划, 成本会计, 营销, 绩效衡量, 组织战略, 管理会计, 制造 Operator, 质量控制, 业务运营, 供应链, 持续改进流程
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中级 · 专项课程 · 3-6 个月