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。

University of Colorado System
您将获得的技能: 统计分析, 数据结构, 数据分析, 数据可视化软件, C(编程语言), 描述性统计, 编程原则, 计算思维
初级 · 课程 · 1-4 周

Knowledge Accelerators
您将获得的技能: Pivot Tables And Charts, Spreadsheet Software, Data Analysis Expressions (DAX), Data Analysis, Analytics, Business Modeling, Business Analysis, Data Storytelling, Data Presentation, Microsoft 365, Trend Analysis, Data Security, Data Entry, Key Performance Indicators (KPIs), Data Management, Productivity
中级 · 课程 · 1-3 个月

您将获得的技能: Strategic Prioritization, Competitive Analysis, Strategic Planning, Strategic Thinking, Case Studies, Business Strategy, Spreadsheet Software, Strategic Decision-Making, Market Analysis, Entrepreneurship, Leadership and Management
中级 · 指导项目 · 不超过 2 小时

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis
初级 · 课程 · 1-4 周

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

您将获得的技能: 仪表板, 数据叙事, 数据驱动的决策制定, 数据清理, 数据分析, 电子表格软件, 数据可视化软件, 演讲, 数据展示, 商业智能, 客户分析, Microsoft PowerPoint, 大数据, 目标受众, 商业分析, 业务咨询, 数据可视化, 分析, 微软Excel, Excel 公式
初级 · 专项课程 · 3-6 个月

您将获得的技能: Requirements Analysis, Generative AI, Prompt Engineering, Software Design Documents, Requirements Elicitation, Workflow Management, User Story, Prioritization, Hugging Face, Customer Insights, Language Interpretation, Translation, and Studies
初级 · 课程 · 1-4 周

您将获得的技能: Structural Engineering, Structural Analysis, Building Design, Architectural Engineering, Computer-Aided Design, Failure Analysis, Engineering Analysis, Construction, Engineering Calculations, Engineering Design Process, Engineering Software
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 实时数据, 数据预处理, 非结构化数据, 数据操作, 机器学习, Python 程序设计, 生成式人工智能, JSON, 模型评估, OpenAI, 大型语言模型, OpenAI 应用程序接口, 性能指标
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Natural Language Processing, Large Language Modeling, Model Evaluation, Recurrent Neural Networks (RNNs), Classification Algorithms, Data Ethics, Responsible AI, Text Mining, Transfer Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Neural Networks, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Processing, Embeddings, Machine Learning, Data Analysis, Data Cleansing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Matplotlib, Pandas (Python Package), Data Import/Export, Data Visualization Software, Data Visualization, Microsoft Excel, NumPy, Time Series Analysis and Forecasting, Data Analysis, Data Manipulation
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Program Evaluation, Health Equity, Quantitative Research, Data Analysis, Statistical Analysis, Analysis, Health Policy, Statistical Reporting, Data Collection, Sampling (Statistics), Public Health and Disease Prevention, STATA (Software), Maternal Health, Data Quality
中级 · 课程 · 1-3 个月