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.

University of Colorado Boulder
Skills you'll gain: Robotics, Machine Controls, Control Systems, Engineering, Scientific, and Technical Instruments, Automation, Graph Theory, Planning, Algorithms, Computer Programming, Computer Science, Simulation and Simulation Software, Engineering, Simulations, Data Structures, Python Programming, Virtual Environment, Spatial Data Analysis, Linear Algebra, Applied Mathematics, Design
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Descriptive Statistics, Data Literacy, Data Analysis, Descriptive Analytics, Exploratory Data Analysis, Data Presentation, Statistical Visualization, Statistical Reporting, Data Transformation, Statistics, Data Visualization Software, Data Storytelling, Statistical Methods, Technical Communication, Statistical Analysis
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Digital Signal Processing, Peripheral Devices, Computer Hardware, Wireless Networks, Display Devices, Communication Systems, Systems Development, Application Development
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Loans, Finance, Mortgage Loans, General Lending, Financial Modeling, Financial Management, Excel Formulas, Financial Planning, Microsoft Excel, Financial Analysis, Complex Problem Solving, Spreadsheet Software, Payment Processing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Generative AI, Fine-tuning, Computer Vision, Image Analysis, Generative Model Architectures, Natural Language Processing, Application Deployment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Control Systems, Programmable Logic Controllers, Animations, Human Machine Interfaces, Motion Graphics, UI Components, Real-Time Operating Systems, Control Panels, Test Tools, Interactive Design, Code Reusability, Program Development, Simulations, Interactive Data Visualization, Automation Engineering, Machine Controls, Computer Hardware, Electrical Wiring, Computational Logic, Network Troubleshooting
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Vector Databases, Retrieval-Augmented Generation, Embeddings, Performance Tuning, Applied Machine Learning, LangChain, Document Management, Generative AI Agents, Docker (Software), Agentic systems, Generative AI, Model Deployment, LLM Application, Technical Communication, Multimodal Prompts, Search Engine Optimization, Metadata Management, Data Pipelines, Machine Learning, Data Migration
Intermediate · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: Data Dictionary, Health Informatics, Extract, Transform, Load, Data Synthesis, Analytical Skills, Fraud detection, Data Integration, Data Analysis, Clinical Data Management, Clinical Informatics, Data Wrangling, Data Transformation, Data Processing, Risk Analysis, Data Quality, Classification Algorithms
Intermediate · Course · 1 - 4 Weeks

University of Arizona
Skills you'll gain: Water Resources, Climate Change Programs, Hydrology, Environmental Science, Biology, Water Resource Management, Environmental Issue, Environment and Resource Management, Environmental Monitoring, Water Sustainability, Life Sciences, Sustainable Systems, Natural Resource Management, Systems Thinking, Climate Change Adaptation, Microbiology, Experimentation, Research
Beginner · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Intellectual Property, Digital Transformation, Strategic Thinking, Business Modeling, Data Strategy, Business Strategy, Technology Strategies, Innovation, Data-Driven Decision-Making, Market Opportunities, Growth Strategies, Value Propositions, Market Dynamics, Strategic Partnership, Competitive Analysis, Computing Platforms, Emerging Technologies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Grafana, System Monitoring, Prometheus (Software), Application Performance Management, Devops Tools, DevOps, Continuous Monitoring, Docker (Software), Cloud-Native Computing, Containerization, Interactive Data Visualization, Kubernetes, Dashboard Creation, Distributed Computing
Intermediate · Course · 1 - 3 Months

The University of Sydney
Skills you'll gain: Social Media Analytics, Web Presence, Social Media Content, Professional Networking, Data Ethics, Analytics, Drive Engagement, Content Creation, Ethical Standards And Conduct, Community Development, Information Privacy
Mixed · Course · 1 - 3 Months