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: Retail Management, Retail Store Operations, Merchandising, Revenue Management, Customer Analysis, Market Intelligence, Business Strategies, Competitive Analysis, Business Management, Organizational Strategy, Consumer Behaviour, Inventory Management System, Market Analysis, Case Studies, Market Share, Strategic Decision-Making, Sustainable Business, Intellectual Property, Financial Analysis, Geographic Information Systems
初级 · 专项课程 · 1-3 个月

您将获得的技能: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
中级 · 课程 · 1-3 个月

INSEAD
您将获得的技能: 企业战略, 解决方案设计, 可行性研究, 市场调查, 竞争分析, 创新, 项目实施, 价值主张, 利益相关者分析, 市场机遇, 区块链, 商业分析, 市场分析, 案例研究
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Visualization, Matplotlib, Plotly, Scientific Visualization, Seaborn, Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Benchmarking, Competitive Analysis, Market Research, Market Dynamics, Market Analysis, Report Writing, Business Metrics, Market Intelligence, Business Strategy, Strategic Decision-Making, Business Communication, Data-Driven Decision-Making
初级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Responsible AI, Exploratory Data Analysis, AI Enablement, Data-Driven Decision-Making, Artificial Intelligence, Pandas (Python Package), Automation, Data Cleansing, Data Preprocessing, Data Visualization Software, Descriptive Statistics, Data Validation
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
攻读学位
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 利益相关者的参与, 需求管理, 需求征询, 图表设计, 风险分析, 谈判, 需求分析, 会议促进, 冲突管理, 设定目标, 安全需求分析
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 优先次序, 模型, 业务要求, 需求征询, 故事板, 用户需求文件, 面试技巧, 利益相关者分析, 信息架构, 需求分析, 用户研究, 原型设计
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Text Mining, Data Manipulation, Data Cleansing, Data Analysis Software, Data Wrangling, Data Preprocessing
中级 · 课程 · 1-3 个月