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
Microsoft
您将获得的技能: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Management, Data Quality, Data Preprocessing, Data Wrangling, Data Processing, Data Maintenance, Data Integration, Data Integrity, Data Analysis, Data Storage
University of Virginia
您将获得的技能: Model View Controller, Integrated Development Environments, Data Modeling, Data Store, Database Development, Database Design, Software Development Tools, NoSQL, Database Architecture and Administration, OpenAI API, LLM Application, Application Programming Interface (API), AI Enablement, OpenAI, ChatGPT, Version Control, Infrastructure Architecture, Artificial Intelligence, AI literacy, Restful API
University of Colorado Boulder
您将获得的技能: 数据分析, 逻辑回归, 数据预处理, 统计建模, 分析, Model Evaluation, 分类与回归树 (CART), 预测分析, 预测建模, 数据清理, 模型评估, 数据驱动决策, 应用机器学习, 统计可视化, 数据分析软件, 商业分析, 回归分析, Microsoft Excel, 探索性数据分析, 分类算法, 数据展示
Logical Operations
您将获得的技能: Data Analysis Expressions (DAX), Power BI, Data Modeling, Data Analysis, Microsoft Excel, Interactive Data Visualization, Advanced Analytics, Business Intelligence, Data Analysis Software, Statistical Analysis, Time Series Analysis and Forecasting, Microsoft PowerPoint, Microsoft 365, Microsoft Office, Query Languages
Johns Hopkins University
您将获得的技能: 数据分析, 数据质量, 统计推理, 统计建模, 统计资料, 数据科学, Data Management, 数据管理, 统计方法, A/B 测试, 数据驱动决策, 分析技能, 统计机器学习, 数据展示, 技术交流
University of Colorado Boulder
您将获得的技能: 数据分析, 逻辑回归, 统计推理, 统计建模, 机器学习, 线性代数, 数据科学, 微积分, Model Evaluation, 数据伦理, 统计软件, 预测建模, 统计方法, R 程序设计, 统计分析, 概率分布, 模型评估, 回归分析, 概率与统计, 统计编程, R（软件）
Wesleyan University
您将获得的技能: 数据分析, 数据扫盲, 同行评审, 描述性统计, 描述性分析, Data Management, 统计可视化, 数据管理, 绘图（图形）, 制图, 统计分析, Python 编程, SAS（软件）, 探索性数据分析, 数据可视化软件, 数据操作, 数据展示
您将获得的技能: Star Schema, Role-Based Access Control (RBAC), Power BI, Database Design, Data Modeling, Authorization (Computing), Data Analysis Expressions (DAX), Relational Databases, Financial Data, Data Security, Security Controls, Dashboard, Data Access, Dashboard Creation, Model Deployment, Gross Profit, Cloud Deployment, Performance Improvement
Logical Operations
您将获得的技能: Data Analysis Expressions (DAX), Microsoft Excel, Pivot Tables And Charts, Report Writing, Data Modeling, Spreadsheet Software, Business Reporting, Data Analysis, Data Presentation, Data Visualization Software, Data Visualization, Microsoft Office, Microsoft 365, Productivity Software
Duke University
您将获得的技能: Matplotlib, Plot (Graphics), Data Visualization, Predictive Modeling, Scientific Visualization, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Statistical Visualization, Data Presentation, Data Manipulation, Data Wrangling, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Applied Machine Learning, Machine Learning Algorithms, Model Evaluation, Statistical Inference
您将获得的技能: MySQL Workbench, MySQL, Database Design, SQL, Database Development, Database Systems, Database Management, Relational Databases, Databases, Data Integration, Data Manipulation, Business Intelligence
您将获得的技能: Model Evaluation, Model Optimization, Data Preprocessing, Model Training, Model Deployment, Statistical Analysis, Performance Metric, Deposit Accounts
总之，以下是 10 最受欢迎的 data modeling 课程
- Data Preparation and Management: Microsoft
- Coding Data Models with AI: University of Virginia
- 预测建模和分析: University of Colorado Boulder
- Power BI: Modeling, Filtering, and Advanced Analysis: Logical Operations
- 生活中的数据科学: Johns Hopkins University
- 广义线性模型和非参数回归: University of Colorado Boulder
- 数据管理和可视化: Wesleyan University
- Model Power BI Data with Security: Coursera
- Excel: Modeling with Power Pivot and Reporting Insights: Logical Operations
- Data Visualization and Modeling in Python: Duke University
