Data modeling courses can help you learn how to create data structures, define relationships between data elements, and ensure data integrity. You can build skills in normalization, schema design, and data visualization techniques. Many courses introduce tools like SQL for database management, ERD tools for visualizing data relationships, and software like Tableau for data analysis, showing how these skills are applied in practical work.

Shanghai Jiao Tong University
Skills you'll gain: Combinatorics, Graph Theory, Theoretical Computer Science, Network Model, Mathematical Theory & Analysis, Advanced Mathematics, Network Analysis, Mathematics and Mathematical Modeling, Logical Reasoning, General Mathematics, Algorithms, Probability, Computer Science
★ 3.3 (204) · Intermediate · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Model Deployment, AWS SageMaker, MLOps (Machine Learning Operations), Serverless Computing, Google Cloud Platform, Cloud Deployment, AI Integrations, Docker (Software), Cloud Platforms, Cloud Computing, Containerization, Application Deployment, Amazon Web Services, Restful API, DevOps, CI/CD, Microsoft Azure, Public Cloud, Microservices, Devops Tools
Beginner · Specialization · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Model Optimization, Scikit Learn (Machine Learning Library), Model Training, Unsupervised Learning, Text Mining, Time Series Analysis and Forecasting, Pandas (Python Package), Classification Algorithms, Machine Learning, Applied Machine Learning, Supervised Learning, Predictive Modeling, Unstructured Data, Feature Engineering, Jupyter, Regression Analysis, Data Preprocessing, Python Programming
★ 4.6 (45) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Python Programming, Command-Line Interface, Programming Principles, Scripting, Computer Programming, Computer Programming Tools, Program Development, Development Environment
★ 4.6 (3.1K) · Beginner · Guided Project · Less Than 2 Hours

Saïd Business School, University of Oxford
Skills you'll gain: Risking, Machine Learning Methods, FinTech, Financial Inclusion, Financial Services, Responsible AI, Data Ethics, Artificial Intelligence, Data Sharing, Financial Regulation, Financial Systems, Data Governance, Application Programming Interface (API), Financial Data, Finance, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Innovation, General Data Protection Regulation (GDPR), Natural Language Processing
★ 4.7 (129) · Beginner · Specialization · 3 - 6 Months

Universidad de Chile
Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Sustainable Systems, Social Impact, Socioeconomics, Innovation, Environmental Social And Corporate Governance (ESG), Sustainability Standards, Social Sciences, Social Justice, Economics, Policy, and Social Studies, Business Modeling, Economic Development, Business Ethics, Natural Resource Management, Environment and Resource Management, Community Development, Economics, Climate Change Adaptation
★ 4.7 (1.4K) · Beginner · Course · 1 - 3 Months

University of Geneva
Skills you'll gain: Biochemistry, Biochemical Assays, Molecular Biology, Cell Biology, Chemistry, Biotechnology, Analytical Testing, Biological Engineering, Laboratory Research, Scientific Visualization, Biology, Specimen Labeling, Drug Development
★ 4.6 (174) · Intermediate · Course · 1 - 3 Months
Skills you'll gain: Portfolio Management, Responsible AI, Data Ethics, Asset Management, Portfolio Risk, AI Enablement, Investment Management, Generative AI, AI Personalization, Prompt Patterns, Financial Services, ChatGPT, AI Integrations, Risk Management, Risk Analysis, Risk Appetite, LLM Application, Continuous Monitoring, Real Time Data, Correlation Analysis
★ 3.9 (7) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Budgeting, Microsoft Excel, Budget Management, Excel Formulas, Spreadsheet Software, Financial Data, Microsoft Office
★ 4.5 (642) · Intermediate · Guided Project · Less Than 2 Hours

Universidad de los Andes
Skills you'll gain: Unified Modeling Language, Diagram Design, Software Design, Object Oriented Design, Dependency Analysis
★ 4.8 (168) · Beginner · Course · 1 - 3 Months
Rice University
Skills you'll gain: Microsoft Excel, Graphing, Plot (Graphics), Spreadsheet Software, Pivot Tables And Charts, Excel Formulas, Data Analysis, Data Analysis Software, Data Import/Export, Data Literacy, Scatter Plots, Histogram, Data Manipulation, Data Management, Editing
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Back-End Web Development, Django (Web Framework), Version Control, Git (Version Control System), API Testing, Web Development, Authentications, API Design, Application Development, Application Programming Interface (API), Restful API, Unit Testing, Test Tools, Database Development, MySQL, User Accounts, Web Applications, Databases
★ 4.6 (186) · Intermediate · Course · 1 - 4 Weeks