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.

Skills you'll gain: Docker (Software), Kubernetes, Containerization, OAuth, Istio, Microservices, Spring Framework, API Gateway, Spring Boot, Cloud-Native Computing, Restful API, CI/CD, Authentications, Prometheus (Software), Application Programming Interface (API), Data Persistence, Software Architecture, Java, Solution Architecture, Resilience
Intermediate Ā· Specialization Ā· 3 - 6 Months
University of Colorado Boulder
Intermediate Ā· Course Ā· 1 - 3 Months

Stanford Online
Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Socioeconomics, Game Theory, Behavioral Economics, Mathematical Modeling, Statistical Modeling, Bayesian Statistics, Probability
ā 4.8 (760) Ā· Advanced Ā· Course Ā· 1 - 3 Months

University of California San Diego
Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Advanced Mathematics, Operations Research, Theoretical Computer Science, Network Analysis, Machine Learning Algorithms, Data Structures, Computational Thinking, Linear Algebra, Computer Science, Big Data, Python Programming, Model Optimization
ā 4.6 (703) Ā· Advanced Ā· Course Ā· 1 - 3 Months

Duke University
Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Model Evaluation, Risk Management Framework, Rust (Programming Language)
ā 4.2 (19) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Architecture, Model Training, Apache Airflow, Data Pipelines, Apache Kafka, DevOps, CI/CD, Apache Spark, Pandas (Python Package), Deep Learning, Data Governance, Machine Learning, Supervised Learning, Flask (Web Framework), Grafana, Python Programming, Unsupervised Learning, Automation
Beginner Ā· Specialization Ā· 1 - 3 Months

Microsoft
Skills you'll gain: Root Cause Analysis, Resource Allocation, Operations Management, Operational Analysis, Problem Management, Operations, Resource Management, Coordinating, Budget Management, Project Coordination, Corrective and Preventive Action (CAPA), Milestones (Project Management), Cost Management, Operational Performance Management, Project Planning, Operational Efficiency, Project Schedules, Microsoft Copilot, Process Analysis, Budgeting
Intermediate Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Simulations, Data Analysis, Process Analysis, Plot (Graphics), Statistical Methods, R Programming, Statistical Analysis, R (Software), Data Visualization, Process Modeling
Beginner Ā· Guided Project Ā· Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Dashboard Creation, Dashboard, Pivot Tables And Charts, Microsoft Excel, Data Transformation, Excel Formulas, Data Management, Data Analysis, Data Validation, Reconciliation, Problem Solving
ā 4.7 (576) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

Emory University
Skills you'll gain: Rmarkdown, Collaborative Software, Technical Documentation, Document Management, Technical Writing, Data Sharing, R (Software), Code Reusability, Technical Communication, File Management
ā 4.7 (20) Ā· Beginner Ā· Course Ā· 1 - 3 Months

University of Minnesota
Skills you'll gain: Software Testing, JUnit, Verification And Validation, Unit Testing, Test Case, Test Automation, Development Testing, Test Planning, Test Tools, White-Box Testing, Code Coverage, Software Quality Assurance, Functional Testing, Test Script Development, Systems Development Life Cycle, Test Data, Technical Communication
ā 4.3 (835) Ā· Intermediate Ā· Course Ā· 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: AI Personalization, Fraud detection, Big Data, Credit Risk, Risk Management, Risk Modeling, Artificial Intelligence and Machine Learning (AI/ML), Personalized Service, Digital Transformation, Data-Driven Marketing, Customer Insights, Machine Learning, Marketing Analytics, Machine Learning Methods, Customer Engagement, Risk Analysis, Driving engagement, Data-Driven Decision-Making, Applied Machine Learning, Financial Data
ā 4.6 (503) Ā· Mixed Ā· Course Ā· 1 - 4 Weeks