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
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
University of Colorado Boulder
您将获得的技能: 数据分析, 线性代数, 数据科学, 代数, 应用数学, 统计方法, 数值分析
University of Colorado Boulder
您将获得的技能: 数据分析, 数据扫盲, 统计推理, 描述性统计, 统计资料, 数据科学, 抽样（统计）, R 程序设计, 统计假设检验, 统计分析, 概率分布, 统计可视化, 统计方法, 概率与统计, 数据操作, 统计软件, 统计编程, 数据处理, 概率, R（软件）
Johns Hopkins University
您将获得的技能: 统计建模, 线性代数, 统计资料, 统计推理, 数据科学, Model Evaluation, 模型评估, 统计分析, R 程序设计, 回归分析, 概率, 概率与统计, 概率分布, 统计方法, 应用数学
Johns Hopkins University
您将获得的技能: 数据分析, 统计推理, 机器学习, 统计建模, 数据科学, 数据建模, Model Evaluation, 抽样（统计）, R 程序设计, 预测分析, 预测建模, 统计假设检验, Tidyverse（R 软件包）, 应用机器学习, 数据驱动决策, 模型评估, 回归分析, 统计方法, 探索性数据分析, Rmarkdown
Arizona State University
您将获得的技能: Data Storage Technologies, Probability & Statistics, Statistics, Data Store, Mathematical Software, Data Storage, Data Access, Statistical Machine Learning, Database Software, Statistical Hypothesis Testing, Data Manipulation, Data Transformation, Model Evaluation
Northeastern University
您将获得的技能: Database Design, Database Theory, Database Systems, Data Modeling, Database Management Systems, Metadata Management, Database Management, Databases, Database Administration, Data Management, Relational Databases, Database Architecture and Administration, Unified Modeling Language, Data Governance, Data Integrity, Data Quality, Data Mapping, Dependency Analysis
您将获得的技能: MySQL Workbench, Database Design, MySQL, Database Development, Relational Databases, Database Management, Databases, Database Management Systems, SQL, Data Modeling, Diagram Design, Query Languages, Data Import/Export
您将获得的技能: Dashboard Creation, Dashboard, Data Transformation, Advanced Analytics, Data Wrangling, Statistical Machine Learning, Data Manipulation, Data Processing, SPSS (Software), Analytics, Data Presentation, Data Preprocessing, Data Visualization, Data Analysis, Business Analytics, Statistical Analysis, Statistical Modeling, Predictive Analytics, Data Quality, Data Storytelling
Howard University
您将获得的技能: Regression Analysis, Data-Driven Decision-Making, Data Modeling, Business Modeling, Business Analytics, Statistical Analysis, Statistical Methods, Spreadsheet Software, Forecasting, Data Analysis, Microsoft Excel, Data Analysis Software, Predictive Analytics, Predictive Modeling, Business Strategy, Model Evaluation
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Training, Model Evaluation, Machine Learning Software, Process Modeling, Workflow Management, Predictive Modeling, Governance Risk Management and Compliance, Applied Machine Learning, SAS (Software), Text Mining, R Programming, Performance Analysis, Scheduling
总之，以下是 10 最受欢迎的 data modeling 课程
- Database Creation and Modeling using MYSQL Workbench: Coursera
- Predictive Models: Build, Explore Data & Deploy: EDUCBA
- 数据科学的基本线性代数: University of Colorado Boulder
- 管理、描述和分析数据: University of Colorado Boulder
- 数据科学高级线性模型 2：统计线性模型: Johns Hopkins University
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- Modern Statistical Computing and Regression Modeling in R: Arizona State University
- Data Management for Analytics Part 1: Northeastern University
- Create a Database with the Modeling Tool in MySQL Workbench: Coursera
- Apply Data Analytics Using SPSS Modeler Workflows: EDUCBA
