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: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Data Import/Export, Scripting, Data Manipulation, File Management, Data Validation, Software Installation
初级 · 课程 · 3-6 个月

Emory University
您将获得的技能: 技术文档, YAML, 层叠样式表(CSS), 数据共享, Rmarkdown, 超文本标记语言(HTML), Knitr, 版本控制, 文件管理, 协作软件, 技术写作, R 语言程序设计(中文版)
初级 · 课程 · 1-3 个月

您将获得的技能: Business Analysis, Agile Methodology, Stakeholder Analysis, Business Planning, Requirements Analysis, Business Requirements, Stakeholder Management, Business Strategies, Project Management Software, Sprint Planning, Microsoft Teams, ChatGPT
初级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 公共卫生, 描述性统计, 探索性数据分析, 数据扫盲, 相关性分析, 模型评估, 统计分析, 统计方法, 统计, 数据整理, 统计假设检验, 数据分析, R(软件), 回归分析, 分析技能, 统计建模, 逻辑回归, 生物统计学, R 语言程序设计(中文版), 抽样(统计)
初级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Biological Engineering, Bioinformatics, Simulation and Simulation Software, Mathematical Modeling, Mathematical Software, Biotechnology, Engineering Analysis, Simulations, Differential Equations, Computer-Aided Design, Algorithms, Chemistry
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Lean Manufacturing, Process Improvement, Process Optimization, Manufacturing and Production, Six Sigma Methodology, Organizational Strategy, Key Performance Indicators (KPIs), Strategic Leadership, Continuous Improvement Process, Operational Analysis, Change Management, Systems Analysis, Simulation and Simulation Software, Sustainable Systems, Operations Research, AI Enablement
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Environmental Policy, Energy and Utilities, Climate Change Mitigation, Environment, Public Policies, International Relations, Policy Analysis, Climate Change Adaptation, Governance, Sustainable Technologies, Pollution Prevention, Environmental Science, Forecasting, Emerging Technologies
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Business Intelligence, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Business Analytics, Power BI, Pivot Tables And Charts, Dashboard, Key Performance Indicators (KPIs), Performance Reporting, Data Analysis, Scatter Plots, Business Reporting, Trend Analysis, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

The University of Melbourne
您将获得的技能: 财务分析, 财务报告, 收益表, 现金流量, 管理, 企业财务, 资产负债表, 财务报表分析, 会计, 风险分析, 金融报表, 权责发生制会计
混合 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Statistical Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时