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。

Kennesaw State University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI, Competitive Analysis, AI Enablement, Case Studies, Responsible AI, Analysis, Business Ethics, Ethical Standards And Conduct, Corporate Strategy
初级 · 课程 · 1-4 周

您将获得的技能: AWS Kinesis, Real Time Data, Apache Spark, Apache Hive, Data Pipelines, Apache Hadoop, Data Processing, Extract, Transform, Load, Amazon Web Services, Serverless Computing, Data Lakes, Data Visualization, Amazon S3, Query Languages, Data Warehousing
中级 · 课程 · 1-4 周

您将获得的技能: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Business Process Modeling, Systems Analysis, AI Workflows, Business Analysis, Generative AI, Stakeholder Communications, Systems Architecture, Solution Architecture, Business Process Automation, Stakeholder Analysis, ChatGPT, Technical Consulting, Software Architecture, Consulting, Systems Thinking, Business Communication
中级 · 课程 · 1-4 周

您将获得的技能: Process Mapping, Business Process Modeling, Process Analysis, Business Process Improvement, Process Design, Business Process Management, Process Improvement, Lean Methodologies, Systems Thinking, Lean Six Sigma, Change Management, Quality Improvement, Process Flow Diagrams, Six Sigma Methodology, Stakeholder Analysis, Agile Methodology, Matrix Management, Dataflow, Prioritization, Generative AI
初级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming
初级 · 指导项目 · 不超过 2 小时
您将获得的技能: Credit Risk, Bank Regulations, Risk Mitigation, Derivatives, Portfolio Risk, Financial Regulation, Financial Market, Capital Markets, Risk Management, Regulatory Compliance, Financial Services, Portfolio Management, Risk Analysis, Financial Analysis, Investments, Compliance Management, Business Valuation, Analysis, Microsoft Excel
中级 · 课程 · 1-4 周

您将获得的技能: Network Troubleshooting, Network Protocols, Network Monitoring, Network Analysis, TCP/IP, Cyber Security Assessment, Network Security, User Interface (UI)
初级 · 课程 · 1-4 周

Cloudera
您将获得的技能: 数据库系统, Apache Hadoop, Operator 数据库, 亚马逊 S3, 亚马逊网络服务, 数据库, MySQL, 云存储, 数据库设计, SQL, 数据管理, Data Management, 数据仓库, Apache Hive, 关系数据库, 性能调整, 数据库管理, 数据存储, 大数据, NoSQL, 数据分析
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Microsoft Excel, Excel Formulas, Business Mathematics, Power BI, Data Analysis, Pivot Tables And Charts, Data Transformation, Timelines, Data Cleansing, Data Management
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Responsible AI, Infographics, Data Visualization, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Business Reporting, Risk Analysis, Text Mining, Predictive Analytics, Automation
中级 · 专业证书 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 成本管理, 财务管理, Variance 分析, 运行分析, 绩效衡量, 决策, 管理会计, 绩效管理, 财务分析, 规划, 预算, 成本会计, 关键绩效指标 (KPI), 投资回报, 数据分析
初级 · 课程 · 1-4 周