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.

Skills you'll gain: Simulation and Simulation Software, Simulations, Engineering Analysis, Computer-Aided Design, Pump Stations, Mechanical Design, Hydraulics, Cloud Computing
Beginner · Guided Project · Less Than 2 Hours

Lund University
Skills you'll gain: Sustainable Development, Sustainable Business, Climate Change Mitigation, Resource Consumption Accounting, Climate Change Adaptation, Systems Thinking, Consumer Behaviour, Sustainability Standards, Education and Training, Environmental Social And Corporate Governance (ESG), Community Development, Economics, Environmental Policy, Public Policies, Critical Thinking
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Biology, Environmental Science
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Keyword Research, Google Gemini, Generative AI, Search Engine Optimization, Content Strategy, Digital Marketing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Large Language Modeling, IT Security Architecture, Data Ethics, Threat Modeling, Vulnerability Assessments, Security Engineering, Threat Detection, Cybersecurity, Information Systems Security, Cyber Security Strategy, Security Strategy, Security Management, Artificial Intelligence, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks, Incident Response
Beginner · Course · 1 - 4 Weeks

Lund University
Skills you'll gain: Climate Change Mitigation, Sustainable Development, Climate Change Adaptation, Social Justice, Sustainable Systems, Community Development, Environmental Issue, Systems Thinking, Stakeholder Engagement, Visionary, Data-Driven Decision-Making, Research, Finance, Innovation, Strategic Partnership
Beginner · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Water Sustainability, Water Resource Management, Water Resources, Sustainable Development, Sustainable Systems, Climate Change Adaptation, Innovation, Environment and Resource Management, Emerging Technologies, Internet Of Things
Beginner · Course · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Automation Engineering, Mathematical Modeling, Computer Programming Tools, Simulation and Simulation Software, Mechanical Engineering, Engineering Calculations, Software Development Tools, Numerical Analysis, Mechanics, Torque (Physics), Algorithms, Control Systems, Applied Mathematics, Differential Equations, Linear Algebra
Intermediate · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Matlab, Computer Programming, Programming Principles, Debugging, Mathematical Software, Development Environment, Computer Science, User Interface (UI), File Management, Data Import/Export, Data Structures, Computational Logic, Engineering Calculations, Plot (Graphics), Problem Solving
Beginner · Course · 1 - 3 Months

Yale University
Skills you'll gain: Liberal Arts, Social Studies, Culture, Anthropology, Teaching, Environment, World History, Creativity, Storytelling, Sustainable Development, Systems Thinking, Physical Science, Physics, Environmental Science, Biology, Economics, Music
Mixed · Course · 1 - 3 Months

Dassault Systèmes
Skills you'll gain: Team Building
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Applied Machine Learning, Random Forest Algorithm, Forecasting, Data Cleansing, Statistical Modeling, Machine Learning, Statistical Analysis, Probability & Statistics, Data Analysis, Regression Analysis, Deep Learning
Intermediate · Course · 1 - 4 Weeks