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.

University of Colorado Boulder
Skills you'll gain: Resilience, Personal Development, Decision Making, Self-Awareness, Problem Solving, Cognitive flexibility, Emotional Intelligence, Human Development, Stress Management, Human Learning, Leadership, Learning Strategies, Mental Health, Psychology, Neurology, Behavioral Health, Business, Physiology, Anatomy
Build toward a degree
Beginner · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Google Cloud Platform, Forecasting, Feature Engineering, Data Transformation, Predictive Modeling, Applied Machine Learning, Data Pipelines, Deep Learning
Advanced · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Spring Framework, JUnit, Unit Testing, Software Configuration Management, Application Servers, Enterprise Application Management, Java, Software Design Patterns, Extensible Markup Language (XML), Dependency Analysis, Transaction Processing
Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Product Development, New Product Development, Wireframing, Product Design, User Experience Design, Prototyping, Persona (User Experience), Design Thinking, Conceptual Design, Human Centered Design, Product Testing, Project Management, Product Management, Agile Methodology
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Copilot, Programming Principles, Full-Stack Web Development, GitHub, Version Control, Program Development, Debugging, Computational Thinking, Pseudocode, Git (Version Control System), Web Design and Development, Computer Programming, Algorithms, Web Development, C# (Programming Language), Data Structures, Back-End Web Development
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, ChatGPT, Patient Communication, Generative AI, LLM Application, Health Technology, Artificial Intelligence, Natural Language Processing
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Service Level, Software Engineering, Data Architecture, Web Applications, Software Architecture, Cloud Applications, Performance Testing, Scalability, Functional Requirement, Distributed Computing, Databases, Microservices, Application Deployment, Application Development, Predictive Modeling, Software Testing, System Design and Implementation, Middleware, Transaction Processing, Big Data
Build toward a degree
Advanced · Specialization · 1 - 3 Months

Duke University
Skills you'll gain: Responsible AI, Data Ethics, Human Computer Interaction, User Experience Design, Human Centered Design, Human Factors, Personally Identifiable Information, Information Privacy, Artificial Intelligence, Design Thinking, Machine Learning, Human Learning, Law, Regulation, and Compliance, Automation
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Systems Thinking, Software Visualization, Object Oriented Design, Software Engineering, Object Oriented Programming (OOP), Application Design, Web Applications, Software Development Life Cycle, Case Studies, Data Modeling, Systems Development, Software Development, Business Architecture, Business Risk Management, Python Programming, User Centered Design, Software Design, Application Development, Computer Programming, Development Environment
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Exploratory Data Analysis, Data Analysis, Data Processing, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Feature Engineering, Machine Learning, Data Visualization, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

University of Cape Town
Skills you'll gain: Writing, Culture, Liberal Arts, Editing, Cultural Diversity, Peer Review, Proofreading, Research, Sociology, Style Guides, Creativity, Learning Strategies
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI Agents, Prompt Engineering, Generative AI, AI Product Strategy, Google Cloud Platform, LLM Application, Tool Calling, Customer experience improvement, Artificial Intelligence, Organizational Strategy, Innovation, Solution Design
Beginner · Course · 1 - 3 Months