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: 层叠样式表(CSS), 数据共享, 超文本标记语言(HTML), 版本控制, 文件管理, 技术文档, Knitr, YAML, Rmarkdown, 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

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
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中级 · 课程 · 1-3 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

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

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

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

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
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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

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

Google Cloud
您将获得的技能: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Jupyter, Data Analysis, Data Preprocessing, Machine Learning
初级 · 项目 · 不超过 2 小时