Feature engineering courses can help you learn techniques for transforming raw data into meaningful features, selecting relevant variables, and creating new features to improve model performance. You can build skills in data preprocessing, handling missing values, and using domain knowledge to enhance feature sets.

Microsoft
Skills you'll gain: Prompt Engineering, Microsoft Copilot, Generative AI, Computer Programming, Integrated Development Environments, Application Development, Development Environment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Application Development, User Interface and User Experience (UI/UX) Design, Web Design, Web Design and Development, Front-End Web Development, No-Code Development, WordPress, Web Development, Full-Stack Web Development, Web Servers, Web Development Tools, Back-End Web Development, Content Management Systems
Beginner · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: C (Programming Language), Embedded Systems, Computer Engineering, Embedded Software, System Programming, Computer Science, Computer Programming, Operating Systems, Visualization (Computer Graphics), Data Structures, Linux
Beginner · Course · 1 - 3 Months

Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Kubernetes, Identity and Access Management, Cloud Applications, Infrastructure As A Service (IaaS), Cloud Services, Cloud Computing, Generative AI, Cloud Storage, Application Deployment, Containerization, Network Infrastructure, Prompt Engineering, Virtual Machines, Serverless Computing, Platform As A Service (PaaS), Scalability
Beginner · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Brainstorming, Design Thinking, Innovation, Ideation, Stakeholder Analysis, Creative Thinking, User Research, Human Centered Design, Creative Problem-Solving, Design Research, Open Mindset, Project Scoping, Persona Development, Project Planning, Process Mapping, Value Engineering, Product Development, Growth Mindedness, Strategic Thinking, Creativity
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Sustainable Design, Sustainable Business, Sustainable Technologies, Operations Management, Manufacturing Operations, Environmental Engineering, Corporate Sustainability, Business Leadership, Industrial Engineering, Climate Change Mitigation, Product Design, Environmental Resource Management, Waste Minimization, Systems Thinking, Digital Transformation, Emerging Technologies
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Data Cleansing, Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Data Manipulation, Supervised Learning, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Analytics, Machine Learning Algorithms, Data Science, Python Programming
Beginner · Guided Project · Less Than 2 Hours

University of Pennsylvania
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Waste Minimization, Corporate Sustainability, Environmental Issue, Business Ethics, Insurance, Product Lifecycle Management, Climate Change Mitigation, Environmental Regulations, Business Risk Management, Sustainability Reporting, Stakeholder Engagement
Mixed · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Content Development and Management, Client Services, Content Strategy, Presentations, Digital Marketing, Project Management, Competitive Analysis, Business Strategy
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, AI Product Strategy, Leadership and Management, Strategic Leadership, Prompt Engineering, Business Development, Content Creation, Business Transformation, Responsible AI, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Threat Modeling, LLM Application, Generative AI Agents, Application Security, Software Architecture, Systems Architecture, Security Controls, Security Engineering, Interoperability, Agentic systems, Real Time Data, Artificial Intelligence, Network Protocols, Generative AI
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Unit Testing, JUnit, Test Case, Test Driven Development (TDD), Code Coverage, Software Testing, Software Development, Software Engineering, Java Programming, Java
Beginner · Guided Project · Less Than 2 Hours