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
DeepLearning.AI
您将获得的技能: 概率与统计, 概率分布, 统计分析, 描述性统计, 抽样（统计）, A/B 测试, 统计可视化, 数据科学, 贝叶斯统计, 统计机器学习, 统计建模, 统计推理, 概率, 探索性数据分析, 统计假设检验
Logical Operations
您将获得的技能: Excel Formulas, Pivot Tables And Charts, Microsoft Excel, Spreadsheet Software, Data Validation, Data Visualization, Data Analysis, Interactive Data Visualization, Productivity Software, Data Integrity, Microsoft Office, Microsoft 365
您将获得的技能: Credit Risk, Financial Statement Analysis, Risk Modeling, Working Capital, Financial Analysis, Financial Modeling, Portfolio Risk, Lending and Underwriting, Financial Data, Risk Management, Risk Analysis, Bank Regulations, Analysis, Cash Flows, Income Statement, Balance Sheet, Regulatory Compliance, Business Metrics, Financial Statements, Bankruptcies
SAP
您将获得的技能: 业务流程建模, ChatGPT, 数据驱动决策, 数据可视化, 绩效衡量, 流程改进, SAP Signavio, 仪表板, 根源分析, 工艺设计, 差距分析, 业务流程, 业务流程改进, 过程分析, 流程制图, SAP 分析云
Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Data Cleansing, Data Analysis, Statistical Modeling, Statistical Analysis, Oil and Gas, Statistical Reporting, Statistical Methods, Estimation, Simulation and Simulation Software, Data Integration
The Chinese University of Hong Kong
您将获得的技能: 数学建模, 数据结构, 计算逻辑, 调试, 高等数学, 运筹学
您将获得的技能: Simulation and Simulation Software, Control Systems, Mathematical Modeling, Data Import/Export, Systems Engineering, Performance Tuning, Scenario Testing, Matlab
您将获得的技能: 生成式人工智能, 自然语言处理, 大型语言建模, 迁移学习, 文本挖掘, 性能调整, 嵌入, 应用机器学习, PyTorch（机器学习库）, Transfer Learning
The Chinese University of Hong Kong
您将获得的技能: Mathematical Modeling, Problem Solving, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Data Structures, Debugging
您将获得的技能: Data Structures, Graph Theory, Algorithms, Computational Thinking, Programming Principles, Computer Programming, Computer Science
University of Colorado Boulder
您将获得的技能: 数学建模, 电子系统, 系统分析, 系统设计, 电力电子, 模拟, 控制系统, 电子产品, 工程分析, 电子工程, 电气工程, 基于模型的系统工程, 验证和确认
Johns Hopkins University
您将获得的技能: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Risk Modeling, Statistical Modeling, Predictive Modeling, Health Policy, Forecasting, Model Evaluation, Data Analysis, Statistics
总之，以下是 10 最受欢迎的 data modeling 课程
- 机器学习和数据科学的概率与统计: DeepLearning.AI
- Excel: Data Analysis with Formulas/Functions and PivotTables: Logical Operations
- Credit Risk Modeling & Analysis Mastery: EDUCBA
- 业务流程建模与分析: SAP
- Case Studies in Geostatistical Modeling : Case Western Reserve University
- 离散优化的高级建模: The Chinese University of Hong Kong
- Modeling and Simulation with Simulink : MathWorks
- 用 Transformer 建立生成式 AI 语言模型: IBM
- Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
- Master Data Structures & Algo – Ace Leetcode & Blind 75+: Packt
