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: Control Systems, Vibrations, Mechanics, Torque (Physics), Global Positioning Systems, Linear Algebra, Numerical Analysis, Engineering Calculations, Simulations, Engineering Analysis, Trigonometry, Physics, Mathematical Modeling, Visualization (Computer Graphics), Differential Equations, Simulation and Simulation Software, Applied Mathematics, Verification And Validation, Engineering, Advanced Mathematics
Advanced · Specialization · 3 - 6 Months

University at Buffalo
Skills you'll gain: Personal protective equipment, Environmental Regulations, Safety Training, Occupational Safety and Health Administration (OSHA), Hazard Analysis, Energy and Utilities, Safety Standards, Hazard Communication (HazCom), Safety and Security, Fire And Life Safety, Regulatory Compliance, First Aid, Emergency Response
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Equipment Design, Manufacturing Processes, Plant Operations and Management, Hydraulics, Manufacturing Operations, Chemical Engineering, Production Process, Process Engineering, Control Systems, Manufacturing Standards, Automation, Mechanical Engineering, Internet Of Things, Materials science, Manufacturing and Production, Process Control, Quality Assurance, Safety Standards, Petroleum Industry, Engineering Practices
Intermediate · Specialization · 1 - 3 Months

American Museum of Natural History
Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Social Sciences, Environmental Issue, Climate Change Adaptation, Socioeconomics, Economics, Policy, and Social Studies, Environment, Scientific Methods, Environmental Science, Physical Science, Mathematical Modeling
Mixed · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Architectural Drawing, Blueprint Reading, Structural Engineering, Structural Analysis, Building Design, Engineering Drawings, Engineering Documentation, Architectural Engineering, Civil and Architectural Engineering, Building Codes, Construction Estimating, Civil Engineering, Engineering Practices, Construction, Construction Engineering, Engineering Calculations, Design Specifications, Engineering Software, Engineering Analysis, Estimation
Advanced · Specialization · 1 - 3 Months

Skills you'll gain: HVAC, Fire And Life Safety, Building Services Engineering, Building Codes, Equipment Design, Thermal Management, Mechanical Engineering, Mechanical Ventilation, Facility Repair And Maintenance, Mechanical Design, Safety Standards, Energy and Utilities, Health And Safety Standards, System Requirements, Control Systems, Engineering Calculations, Environmental Monitoring, System Monitoring, Sustainability Standards, Estimation
Intermediate · Specialization · 3 - 6 Months

Technical University of Munich (TUM)
Skills you'll gain: Control Systems, Structural Analysis, Digital Transformation, Engineering Analysis, Communication Systems, Mathematical Modeling, Engineering Design Process, Simulation and Simulation Software, Technology Strategies, Computer Networking
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Equipment Design, Performance Tuning, Systems Engineering, Engineering Calculations, Systems Analysis, Engineering, Scientific, and Technical Instruments, Laboratory Equipment, Advanced Mathematics, Simulation and Simulation Software, Computer-Aided Design, Mathematical Modeling, Engineering Design Process, Applied Mathematics
Build toward a degree
Advanced · Course · 1 - 3 Months

Siemens
Skills you'll gain: Safety Standards, Automation Engineering, Machine Controls, Mechanical Design, Product Automation, Manufacturing Standards, Automation, Equipment Design, Robotic Process Automation, Control Systems, Engineering, Manufacturing and Production, Industrial Engineering, Performance Testing, Safety and Security, Human Machine Interfaces, Computer Programming, Programming Principles, Human Factors
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Electrical Engineering, Semiconductors, Electronic Systems, Electronics, Electronic Components, Materials science, Engineering Calculations, Physics, Mathematical Modeling
Build toward a degree
Advanced · Course · 1 - 3 Months

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Electrical Engineering, Electronic Components, Materials science, Engineering Analysis, Finite Element Methods, Applied Mathematics, Scientific Visualization, Engineering Calculations, Semiconductors, Differential Equations, Physics, Energy and Utilities, Mathematical Modeling, Calculus
Advanced · Course · 1 - 3 Months

Skills you'll gain: HVAC, Building Services Engineering, Thermal Management, Mechanical Engineering, Engineering Calculations, Energy and Utilities, Estimation, Environmental Issue
Intermediate · Course · 1 - 4 Weeks