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。

Johns Hopkins University
您将获得的技能: 回归分析, 数学建模, 应用数学, 预测建模, 统计分析, 统计, 统计建模, 数据科学, 线性代数, R 语言程序设计(中文版), 高等数学
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据驱动的决策制定, 统计, 技术交流, A/B 测试, 数据质量, 统计分析, 统计建模, 数据管理, Data Management, 数据科学, 数据分析, 统计机器学习, 统计推理
混合 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 数据操作, 描述性统计, 统计, 同行评审, 制图, Python 程序设计, 探索性数据分析, 数据管理, Data Management, 数据分析, 研究报告, SAS(软件), 数据展示, 数据扫盲
混合 · 课程 · 1-3 个月

您将获得的技能: MySQL Workbench, MySQL, Database Design, SQL, Database Management, Relational Databases, Databases, Data Integration, Data Manipulation, Business Intelligence
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Probability Distribution, Statistical Software, Statistics, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Data Manipulation, Histogram, Taxonomy, Data Import/Export
初级 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Star Schema, Data Modeling, Extract, Transform, Load, Performance Tuning, Tableau Software, Database Design, Data Warehousing, Data Transformation, Data Integration
高级设置 · 课程 · 1-3 个月

Clemson University
您将获得的技能: Dimensionality Reduction, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Descriptive Statistics, Data Analysis, Data Visualization Software, Pandas (Python Package), Exploratory Data Analysis, Predictive Modeling, Machine Learning, Supervised Learning
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Databases, Data Processing, SQL, Data Analysis, Data Storage Technologies
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Warehousing, Data Modeling, Database Design, Extract, Transform, Load, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data-Driven Decision-Making, Data Manipulation, Data Visualization
混合 · 课程 · 1-4 周

Howard University
您将获得的技能: Regression Analysis, Data-Driven Decision-Making, Business Modeling, Business Analytics, Statistical Analysis, Spreadsheet Software, Forecasting, Data Analysis, Microsoft Excel, Predictive Modeling, Business Strategy
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Scientific Visualization, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Data Manipulation, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistics, Probability & Statistics, Python Programming
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Mart, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis
混合 · 课程 · 1-3 个月