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.

Universidad Nacional Autónoma de México
Skills you'll gain: Electrical Systems, Wiring Diagram, Electrical Wiring, Hydraulics, Plumbing, Electrical Safety, General Construction and Construction Labor, Construction, Architecture and Construction, Property Maintenance, Building Design, Blueprint Reading, Structural Engineering, Cost Estimation
★ 4.9 (270) · Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Systems Thinking, Sustainable Systems, Sustainable Development, Socioeconomics, Environmental Issue, Environmental Science, Social Sciences, Land Management, Social Impact, Community Development, World History, Team Collaboration
★ 4.9 (160) · Beginner · Course · 1 - 3 Months

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: electromagnetics, Electrical Engineering, Electrical Systems, Differential Equations, Electronic Components, Advanced Mathematics, Integral Calculus, Physics, Engineering Analysis
★ 4.9 (127) · Advanced · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Sustainable Architecture, Waste Minimization, Sustainable Technologies, Environmental Engineering, Construction, Water Sustainability, Natural Resource Management, Sustainable Business, Sustainable Design, Construction Management, Environmental Resource Management, Water Resource Management, Energy and Utilities, Environment and Resource Management, Building Codes, HVAC, Building Design, Sustainable Engineering, Environmental Regulations, Sustainability Standards
★ 4.6 (98) · Intermediate · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Estimation, Model Evaluation, Simulations, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Failure Analysis, Electric Power Systems, Mathematical Modeling, Model Optimization, Mathematical Software, Laboratory Research, Scripting, Statistical Process Controls, Scripting Languages, Materials science, Algorithms
★ 4.7 (158) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Thermal Management, HVAC, Electrical Safety, Electrical Systems, Maintenance, Repair, and Facility Services, Power Electronics, Mechanical Engineering, Hardware Troubleshooting, Schematic Diagrams, Hazard Analysis, Control Systems
★ 3.8 (53) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Power Electronics, Control Systems, Electronic Systems, Electrical Engineering, Simulation and Simulation Software, Electronics, Simulations, Electronics Engineering, Mathematical Modeling, Engineering Analysis, Engineering Design Process
★ 4.9 (22) · Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Ethics, Image Analysis, AI Personalization, Model Training, Convolutional Neural Networks, Model Optimization, Machine Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Computer Vision, Supervised Learning, Data Preprocessing, Program Evaluation, Unsupervised Learning, Python Programming, Data Science, Algorithms
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
★ 4.5 (69) · Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Manufacturing Processes, Materials science, Mechanical Engineering, Manufacturing Operations, Laboratory Research, Experimentation, Machine Controls, Process Analysis, Engineering, Scientific, and Technical Instruments
★ 4.9 (31) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sustainable Technologies, Basic Electrical Systems, Electrical Systems, Electronic Components, Electric Power Systems, Power Electronics, Sustainable Engineering, Electrical Engineering, Environmental Issue, Emerging Technologies, Energy and Utilities, Climate Change Mitigation
★ 4.3 (78) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Feature Engineering, Dimensionality Reduction, Supervised Learning, Classification Algorithms, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Statistical Methods, Data Preprocessing, Applied Machine Learning, Model Evaluation, Statistical Inference, Predictive Modeling, Machine Learning Methods, Statistical Hypothesis Testing, Model Training, Data Processing, Machine Learning
★ 4.6 (3.4K) · Intermediate · Specialization · 3 - 6 Months