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。

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Database Design, Apache Spark, Large Language Modeling, Database Management, Data Ethics, Supervised Learning, Bayesian Statistics, Data Visualization Software, Cloud Computing, Predictive Modeling, Linear Algebra, Model Evaluation, Model Deployment, Data Governance, Regression Analysis, Data Analysis
获得学位
学位 · 1-4 年

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年

Coursera
您将获得的技能: Responsible AI, Data Ethics, Model Evaluation, Governance, Multimodal Prompts, AI Enablement, Generative AI, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Cost Management
提供的学分
研究生证书 · 6-12 个月

您将获得的技能: Site Reliability Engineering, Incident Management, AI Security, MLOps (Machine Learning Operations), Model Deployment, Patch Management, Problem Management, DevOps, System Monitoring, Continuous Monitoring, Dependency Analysis, Sprint Retrospectives, Disaster Recovery, Artificial Intelligence, Vulnerability Assessments, Automation, Dashboard
中级 · 课程 · 1-4 周

Indian School of Business
您将获得的技能: Business Strategy, Crisis Management, Strategic Planning, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Competitive Intelligence, Team Leadership, Business Ethics, Strategic Decision-Making, Value Propositions, Market Analysis, Market Opportunities
大学证书 · 6-12 个月

University of London
您将获得的技能: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Statistical Methods, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Training and Development, Virtual Teams, Databases, Cost Accounting, International Finance, Research, Team Management, Economic Development, Cultural Diversity
获得学位
学位 · 1-4 年