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 Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
获得学位
学位 · 1-4 年

Northeastern University
您将获得的技能: Database Design, Enterprise Architecture, Data Governance, Database Theory, User Research, Stakeholder Engagement, Lean Methodologies, Algorithms, Database Management, Process Mapping, Unified Modeling Language, Process Analysis, Software Architecture, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Structures, Data Ethics
获得学位
学位 · 1-4 年
O.P. Jindal Global University
您将获得的技能: Operations Management, Data Storytelling, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Project Estimation, Sampling (Statistics), Business Analytics, Financial Statement Analysis, Global Marketing, Marketing Management, Financial Accounting, Predictive Analytics, Big Data, Regression Analysis, Operations Research
获得学位
学位 · 1-4 年

University of California, Berkeley
您将获得的技能: User Research, File I/O, Stakeholder Analysis, Materials science, Exploratory Data Analysis, Java Programming, Semiconductors, Medical Devices, Finite Element Methods, Teamwork, Energy and Utilities, Control Systems, Mechanics, Robotics, Environmental Engineering, Radiation Protection, Structural Engineering, Vibrations, Linear Algebra, Engineering Analysis
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Unstructured Data, Tensorflow, Applied Machine Learning, Big Data, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, Natural Language Processing
中级 · 课程 · 1-3 个月
O.P. Jindal Global University
您将获得的技能: Diplomacy, Intelligence Collection and Analysis, Survey Creation, Risk Mitigation, Mitigation, Environmental Laws, Environment, Sampling (Statistics), Political Sciences, Economic Development, International Relations, Cybersecurity, Immigration Law, Public Safety and National Security, Socioeconomics, Governance, Ancient History, Climate Change Adaptation, Social Sciences, Security Strategy
获得学位
学位 · 1-4 年

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: 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: Big Data, Data Analysis, Google Cloud Platform, Applied Machine Learning, MLOps (Machine Learning Operations), Statistical Inference, Machine Learning Methods, Model Deployment
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

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
获得学位
学位 · 1-4 年

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