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: Electrical Substation, Electric Power Systems, High Voltage, Electrical Systems, Electrical Equipment, Electrical Safety, Electrical Engineering, Control Systems, Automation Engineering, Artificial Neural Networks
Mixed · Course · 1 - 3 Months

Princeton University
Skills you'll gain: Biology, Physical Science, Biochemistry, Physics, Microbiology, Environmental Science, General Science and Research, Scientific Methods, Mathematical Modeling
Mixed · Course · 3 - 6 Months

Dassault Systèmes
Skills you'll gain: SolidWorks (CAD), Assembly Drawing, 3D Modeling, Computer-Aided Design, Mechanical Design, Engineering Drawings
Beginner · Course · 1 - 4 Weeks

University of Copenhagen
Skills you'll gain: Sustainable Development, Sustainable Systems, Water Sustainability, Sustainable Business, Waste Minimization, Supply Chain, Systems Thinking, Climate Change Mitigation, Land Management, Environment and Resource Management, Innovation, Nutrition and Diet, Public Policies, Case Studies
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Sustainable Development, Transportation Operations, Case Studies, Economic Development, Land Management, Sustainable Design, Community Development, Civil Engineering, Geographic Information Systems, Environment and Resource Management, Stakeholder Engagement
Intermediate · Course · 1 - 4 Weeks

University of Florida
Skills you'll gain: Land Management, Water Quality, Water Resource Management, Hydrology, Environment and Resource Management, Environmental Regulations, Sustainable Development, Sustainability Standards, Environmental Science
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Statistical Machine Learning, Reinforcement Learning, Artificial Neural Networks, Automation, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Construction Inspection, Building Codes, Construction Engineering, Construction, Construction Management, Civil Engineering, Civil and Architectural Engineering, Structural Engineering, Hydrology, Engineering Practices, Hydraulics, Structural Analysis, Materials science, Engineering Plans And Specifications, Laboratory Testing, Engineering Software, Engineering Design Process, Plant Operations and Management, Safety Standards, Engineering Calculations
Advanced · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Semiconductors, Thermal Management, Materials science, Chemical Engineering, Engineering Analysis
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Display Devices, Computer Displays, Electrical Engineering, Electronic Systems, Electronics, Electronics Engineering, Systems Design, Image Quality, Materials science, Emerging Technologies, Physics
Build toward a degree
Advanced · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Structural Engineering, Architectural Engineering, Mechanical Engineering, Engineering Analysis, Civil Engineering, Mechanics, Engineering Calculations, Materials science, Construction, Calculus
Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Manufacturing Processes, Materials science, Mechanical Engineering, 3D Modeling, Manufacturing Operations, Equipment Design, Experimentation, Computer-Aided Design, Process Analysis, Research
Intermediate · Course · 1 - 4 Weeks