Feature Engineering Courses
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.
Popular Feature Engineering Courses and Certifications
University of Michigan
Skills you'll gain: Precision Medicine, Biomedical Engineering, Energy and Utilities, Image Analysis, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Drug Development, Sustainable Technologies, Generative AI, Patient-centered Care, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Anomaly Detection, Machine Learning Algorithms
University of Colorado System
Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Markov Model, Simulations, Integral Calculus, Correlation Analysis, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Applied Mathematics, Statistical Methods, Probability Distribution, Time Series Analysis and Forecasting, Forecasting
Skills you'll gain: Computer-Aided Design, AutoCAD, Design Software, Drafting and Engineering Design, Product Design, Product Development, Technical Drawing, Design
ISAE-SUPAERO
Skills you'll gain: Hazard Analysis, Risk Control, Vibrations, Safety Standards, Structural Analysis, Mechanics, Engineering Analysis, Mathematical Modeling
University of California, Davis
Skills you'll gain: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Predictive Modeling, Engineering Calculations, Mathematical Modeling, Estimation, Mechanics, Applied Mathematics
University of California San Diego
Skills you'll gain: Version Control, Integrated Development Environments, GitHub, Git (Version Control System), Internet Of Things, Development Environment, Embedded Software, Software Development Tools, Software Versioning, Embedded Systems, Program Development, Prototyping, Linux, Linux Commands, Operating System Administration, Operating Systems, Ubuntu, Peripheral Devices, Android (Operating System), Open Source Technology
L&T EduTech
Skills you'll gain: Construction Engineering, Petroleum Industry, Building Codes, Civil Engineering, Oil and Gas, Construction Inspection, Construction, Energy and Utilities, Electrical Systems, Mechanical Engineering, Facility Repair And Maintenance, Safety Standards, General Construction and Construction Labor, Manufacturing Standards, Mechanical Design, Design Specifications, Materials science
University of Illinois Urbana-Champaign
Skills you'll gain: Energy and Utilities, Oil and Gas, Petroleum Industry, Environmental Issue, Electrical Power, Environmental Science, Economics, Environment and Resource Management, Sustainable Technologies, Plant Operations and Management, Economics, Policy, and Social Studies, Radiation Protection, Sustainable Engineering, Physics, Natural Resource Management, Behavioral Economics, Climate Change Mitigation, Emerging Technologies
University of London
Skills you'll gain: Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Feature Engineering, Machine Learning, Artificial Intelligence, Statistical Machine Learning, Model Evaluation, Data Literacy, Machine Learning Algorithms, AI literacy, Responsible AI, Data Collection
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Laboratory Research, Scientific Visualization, Laboratory Equipment, Chemistry, Physics, Applied Mathematics, Schematic Diagrams
Tecnológico de Monterrey
Skills you'll gain: Semiconductors, Electronics Engineering, Electronic Components, Electronics, Electronic Systems, Power Electronics, Basic Electrical Systems, Electrical Engineering, Materials science, Electrical Power, Electrical Systems, Electric Power Systems
Technical University of Denmark (DTU)
Skills you'll gain: Environmental Regulations, Environmental Laws, Environment, Environmental Policy, Environmental Resource Management, Environmental Management Systems, Environmental Issue, Ethical Standards And Conduct, Environment and Resource Management, Systems Thinking, Cost Benefit Analysis, Case Studies, Economics
In summary, here are 10 of our most popular feature engineering courses
- AI for Energy and Biomedical Applications:Â University of Michigan
- Applied Kalman Filtering:Â University of Colorado System
- Product Development using AutoCAD:Â Coursera
- Flight mechanics - Lift and trajectory:Â ISAE-SUPAERO
- Predictive Models for Toxic Chemical Releases:Â University of California, Davis
- Internet of Things V2: DragonBoardâ„¢ bring up and community ecosystem:Â University of California San Diego
- ASME B31 Series and Pipeline Construction:Â L&T EduTech
- Energy, Environment, and Everyday Life:Â University of Illinois Urbana-Champaign
- Machine Learning for All:Â University of London
- Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
