数据建模课程
数据建模课程可以帮助您学习如何创建数据结构、定义数据元素之间的关系以及确保数据完整性。您可以掌握 Data Normalization、模式设计和数据可视化技术方面的技能。许多课程会介绍用于数据库管理的 SQL 等工具、用于数据关系可视化的 ERD 工具以及用于数据分析的 Tableau 等软件，展示如何在实际工作中应用这些技能。
热门 Data Modeling 课程与认证
Johns Hopkins University
您将获得的技能: 数据分析, 衍生产品, 线性代数, 微积分, 数据建模, 模型优化, 高等数学, 代数, 数学建模, 数学理论与分析, 三角法, 制图, 成本估算, 估算, 分析, 普通数学, 应用数学, 数据分析软件, 数学软件, 几何学
IBM
您将获得的技能: 查询语言, 大数据, 数据湖, 数据架构, Apache Spark, 数据库, 数据科学, 数据安全, 数据库设计, 关系数据库, 数据存储, 数据整合, Data Governance, 数据管理, Apache Hadoop, 数据管道, 数据仓库, 数据处理, NoSQL, 摘录
Johns Hopkins University
您将获得的技能: 数据分析, 数据扫盲, 微积分, 数据建模, 商业数学, 数学建模, R 程序设计, 代数, 回归分析, 三角法, 应用数学, 制图, 几何学, 数学软件, R（软件）, 普通数学, 相关性分析, 测量系统
Johns Hopkins University
您将获得的技能: 数据分析, 机械, 微积分, 物理学, 制图, 高等数学, 数学建模, 数值分析, 数学理论与分析, 积分微积分, 概率与统计, 探索性数据分析, 估算, 概率, 数学软件, 应用数学, 几何学
您将获得的技能: Data Analysis Expressions (DAX), Azure DevOps, Azure DevOps Pipelines, Power BI, Model Optimization, Data Lakes, Data Architecture, Data Modeling, Performance Tuning, Development Environment, Data Warehousing, Security Controls, Data Store, Data Storage Technologies, Process Optimization, Data Security, Application Deployment, Git (Version Control System), Data Analysis, Python Programming
Knowledge Accelerators
您将获得的技能: Dashboard Creation, Pivot Tables And Charts, Power BI, Spreadsheet Software, Data Analysis, Analytics, Business Modeling, Business Analysis, Data Storytelling, Data Presentation, Microsoft 365, Trend Analysis, Data Security, Data Entry, Data Management, Productivity
您将获得的技能: Star Schema, Data Modeling, Database Design, Data Warehousing, Dashboard, Business Reporting, Dashboard Creation, Business Intelligence, Business Process, Business Intelligence Software, Self Service Technologies, Performance Tuning
Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistical Methods, Statistics, Predictive Analytics, Data Modeling, Probability & Statistics, Statistical Hypothesis Testing, Statistical Inference, Model Training, R (Software), Statistical Programming, Correlation Analysis
您将获得的技能: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting
您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
SkillUp
您将获得的技能: 数据质量, Encryption, 数据架构, Data Management, 数据安全, 事件响应, 网络安全, 加密, 合规管理, 事件管理, 计算机安全事件管理, 数据管理, 风险管理, Data Governance, 威胁检测, 安全战略, 威胁管理, 一般数据保护条例》（GDPR）, 法律, 安全控制, 数据基础设施, 信息隐私
Pragmatic AI Labs
您将获得的技能: Claude Code, Infrastructure as Code (IaC), CI/CD, PostgreSQL, Redis, Google Cloud Platform, Ubuntu, Agile Project Management, Continuous Integration, Prometheus (Software), Data Pipelines, Linux Commands, SQL, Web Development Tools, Extract, Transform, Load, Amazon S3, Computational Logic, Software Development, AI literacy, Vector Databases
总之，以下是 10 最受欢迎的 data modeling 课程
- 通过数据和模型进行微分计算: Johns Hopkins University
- 数据工程概论: IBM
- 通过数据和建模进行微积分预习: Johns Hopkins University
- 通过数据和建模进行积分计算: Johns Hopkins University
- Optimizing Data Models and Performance in Microsoft Fabric: Packt
- Intermediate Excel: Data Modeling, Analysis, and Dashboards: Knowledge Accelerators
- Design Data Models for BI Reporting: Coursera
- Data Modeling and Prediction with R: Duke University
- Design Robust Data Models for Analytics: Coursera
- Statistical Inference & Predictive Modeling Foundations: Coursera
