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.

National Taiwan University
Skills you'll gain: Structural Engineering, Structural Analysis, Architectural Engineering, Mechanics, Materials science, Torque (Physics), Civil Engineering, Engineering Design Process, Civil and Architectural Engineering, Building Design, Engineering Calculations, Engineering Analysis
★ 4.9 (32) · Beginner · Course · 1 - 3 Months

Campus BBVA
Skills you'll gain: Sustainable Development, Sustainability Reporting, Sustainable Business, Sustainability Standards, Socioeconomics, Social Justice, Health Equity, Economic Development, Environment and Resource Management, Stakeholder Engagement, Environmental Issue, Stakeholder Management, Stakeholder Analysis, Finance, Economics, Climate Change Adaptation, Climate Change Mitigation, Critical Thinking
★ 4.6 (239) · Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Environment, Environmental Science, Life Sciences, Environmental Issue, Environment and Resource Management, Biology, Sustainable Development, Demography, Natural Resource Management, Estimation, Experimentation, Case Studies
★ 4.7 (181) · Beginner · Course · 1 - 3 Months

Skills you'll gain: AutoCAD, Architectural Drawing, Drafting and Engineering Design, Blueprinting, Technical Drawing, Computer-Aided Design, Plot (Graphics)
★ 4.3 (74) · Beginner · Guided Project · Less Than 2 Hours

MathWorks
Skills you'll gain: Electrical Systems, Electrical Power, Model Based Systems Engineering, Electric Power Systems, Climate Change Mitigation, Energy and Utilities, Environmental Issue, Engineering Software
★ 4.9 (22) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Energy and Utilities, Sustainable Technologies, Electric Power Systems, Project Finance, Market Dynamics, Financial Systems, Climate Change Mitigation, Emerging Technologies, Forecasting, Market Trend, Market Opportunities, Cost Reduction
★ 4.8 (281) · Beginner · Course · 1 - 3 Months

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
★ 4.7 (223) · Beginner · Course · 1 - 3 Months

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

L&T EduTech
Skills you'll gain: Construction, Construction Inspection, Construction Management, Construction Engineering, Construction Estimating, Maintenance, Repair, and Facility Services, General Construction and Construction Labor, Product Lifecycle Management, Cost Estimation, Building Codes, Structural Engineering, Engineering Practices, Digital Analysis, Plant Operations and Management, Facility Repair And Maintenance, Architecture and Construction, Civil Engineering, Laboratory Testing, Digital Transformation, Assembly Drawing
★ 4.5 (11) · Advanced · Specialization · 3 - 6 Months

Taipei Medical University
Skills you'll gain: Bioinformatics, Informatics, Model Training, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Technical Communication, Machine Learning Methods, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, AI Workflows, Random Forest Algorithm, Artificial Intelligence, Predictive Modeling, Molecular Biology, Natural Language Processing, Biology, Data Analysis
Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Identity and Access Management, Data Lakes, Amazon DynamoDB, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Amazon Elastic Compute Cloud, Event-Driven Programming, Solution Architecture, Amazon Web Services, IT Security Architecture, Data Architecture, Cloud Computing Architecture, Interactive Data Visualization, Data Engineering, Software Architecture
★ 4.8 (7.1K) · Intermediate · Professional Certificate · 3 - 6 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: GIS Software, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Graphic and Visual Design, Color Theory, Database Management
★ 4.3 (43) · Beginner · Course · 1 - 3 Months