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: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
初级 · 课程 · 1-3 个月

初级 · 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

LearnQuest
您将获得的技能: Teradata SQL, SQL, Data Store, Database Design, Database Management, Relational Databases, Query Languages, Data Analysis
中级 · 课程 · 1-4 周

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
★ 5 (28) · 初级 · 专项课程 · 1-3 个月

Rice University
您将获得的技能: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Case Studies, Statistical Analysis, Quantitative Research, Data Analysis, Correlation Analysis
★ 4.6 (19) · 初级 · 课程 · 1-3 个月

您将获得的技能: Business Strategy, Process Optimization, Operational Analysis, Contingency Planning, Business Process Reengineering, Business Planning, Process Improvement, Organizational Strategy, Strategic Decision-Making, Competitive Analysis, Strategic Leadership, Business Analysis, Organizational Effectiveness, Operational Efficiency, Program Evaluation, Performance Measurement, Business Operations, Portfolio Management, Operations Management, Business
★ 5 (17) · 初级 · 专项课程 · 1-3 个月

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: 数据清理, 目标受众, 客户分析, 数据可视化软件, 数据驱动决策, Microsoft PowerPoint, 电子表格软件, 大数据, 数据展示, 数据可视化, Microsoft Excel, 数据故事, 商业智能, 商业分析, 仪表板, 数据分析, Excel 公式, 演讲, 分析, 业务咨询
★ 4.6 (1.1万) · 初级 · 专项课程 · 3-6 个月

École Polytechnique Fédérale de Lausanne
您将获得的技能: 数据转换, 大数据, Scala 编程, 分布式计算, 查询语言, 性能调整, 数据操作, Apache Spark, 数据处理
★ 4.6 (2600) · 中级 · 课程 · 1-4 周

Stanford University
您将获得的技能: 数学建模, 社交网络分析, 社会学, 经济学, 模拟, 博弈论, 贝叶斯统计, 社会经济学, 统计建模, 概率, 网络分析, 马尔可夫模型
★ 4.8 (759) · 高级设置 · 课程 · 1-3 个月

您将获得的技能: Risk Mitigation, Business Process Modeling, Stakeholder Analysis, Risk Analysis, Project Scoping, Stakeholder Management, Process Flow Diagrams, Risk Management, Work Breakdown Structure, Stakeholder Engagement, Scope Management, Business Requirements, Presentations, Requirements Elicitation, Business Analysis, Looker (Software), Requirements Analysis, Project Management, Process Optimization, Data Analysis Software
★ 3.8 (26) · 高级设置 · 课程 · 1-3 个月