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: Predictive Modeling, Data Visualization, Data Presentation, Data-Driven Decision-Making, Advanced Analytics, Business Analytics, AI Enablement, Business Reporting, Global Marketing, User Feedback, Regional Sales, Presentations, Key Performance Indicators (KPIs), Law, Regulation, and Compliance
初级 · 课程 · 1-4 周
您将获得的技能: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Data Synthesis, Generative AI, Project Risk Management, Risk Management, Operational Risk, Data-Driven Decision-Making, Business Risk Management, Data Integration, Decision Support Systems, AI Security, Anomaly Detection, Threat Detection, Automation
高级设置 · 课程 · 1-4 周

您将获得的技能: Stakeholder Engagement, Grant Writing, Resource Allocation, Strategic Decision-Making, Proposal Development, Strategic Thinking, Business Strategies, Social Impact, Fundraising, Business Modeling, Value Propositions, Innovation, Leadership
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Competitive Analysis, Business Strategy, Market Analysis, Case Studies, Corporate Strategy, Market Dynamics, Market Opportunities, Strategic Planning, New Business Development, Supplier Management, Company, Product, and Service Knowledge, Consumer Behaviour, Entrepreneurship, Leadership
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 交互式数据可视化, 数据整理, 数据可视化软件, 数据导入/导出, R 语言程序设计(中文版), 仪表板, 闪亮(R 套件), 数据操作, 用户界面 (UI) 设计, 数据整合, Ggplot2, 数据可视化
中级 · 指导项目 · 不超过 2 小时
您将获得的技能: Prompt Engineering, Risk Management Framework, Legal Technology, Responsible AI, Legal Risk, Risk Mitigation, Generative AI, Compliance Management, Automation, Legal Strategy, Data Ethics, Law, Regulation, and Compliance, Analytics, Governance, Data Analysis
高级设置 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 回归分析, 数据可视化软件, 散点图, 分类算法, 数字信号处理, 数据处理, 柱状图, Matlab, 预测建模, 图像分析, 数据分析, 应用机器学习
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Scala Programming, Apache Hadoop, Apache Maven, Real Time Data, Data Processing, Scalability, Data Structures, Object Oriented Programming (OOP), Systems Integration
混合 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Generative AI, Matplotlib, Plotly, Prompt Engineering, Data Ethics, Power BI, Data Visualization, Microsoft Excel, Data Manipulation, Data Cleansing, Exploratory Data Analysis, Pandas (Python Package), Data Transformation, Excel Formulas, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Microsoft Copilot, Data Presentation, Data Processing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Kibana, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Role-Based Access Control (RBAC), Qualitative Research
初级 · 课程 · 1-3 个月