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: Jest (JavaScript Testing Framework), Django (Web Framework), Version Control, Restful API, Responsive Web Design, Unix Commands, HTML and CSS, Git (Version Control System), GitHub, Relational Databases, Object Oriented Programming (OOP), Database Management Systems, Bootstrap (Front-End Framework), React.js, Mobile Development, SQL, Database Design, API Design, Linux Commands, Python Programming
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Environmental Monitoring, Global Positioning Systems, Environmental Science, Environment, Physical Science, Climate Change Programs, Geographic Information Systems, Scientific Methods, Science and Research, Physics, Emerging Technologies
Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Computer Architecture, Hardware Architecture, Digital Communications, System Design and Implementation, Computer Hardware, Functional Design, Technical Design, Data Storage
Mixed · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Physics, Physical Science, General Science and Research, Scientific Methods, Chemistry, Laboratory Equipment, Research, Qualitative Research, World History
Beginner · Course · 1 - 4 Weeks

PepsiCo
Skills you'll gain: Water Resources, Hydrology, Water Resource Management, Water Sustainability, Water Quality, Stormwater Management, Environment and Resource Management, Natural Resource Management, Environment, Corporate Sustainability, Stakeholder Engagement, Governance, Strategic Thinking, Public Works, Forecasting, Environmental Science, Environmental Engineering and Restoration, Quantitative Research, Environmental Monitoring, Supply Chain Management
Beginner · Specialization · 3 - 6 Months

The University of Edinburgh
Skills you'll gain: Physics, Laboratory Research, Mechanics, Experimentation, Mathematical Modeling, General Science and Research, Applied Mathematics
Intermediate · Course · 1 - 3 Months

Rice University
Skills you'll gain: Mechanics, Physics, Vibrations, Advanced Mathematics, Mathematical Modeling, Differential Equations, Calculus, Trigonometry, Applied Mathematics, Problem Solving
Intermediate · Course · 1 - 4 Weeks

Stanford University
Skills you'll gain: Feature Engineering, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Health Systems, Healthcare Industry Knowledge, Unstructured Data, Health Care, Health Informatics, Data Mining, Managed Care, Responsible AI, Clinical Data Management, Applied Machine Learning, Medical Billing, Electronic Medical Record, Machine Learning, Artificial Intelligence, Clinical Research Ethics
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Electric Power Systems, Electrical Systems, Performance Tuning, Thermal Management, Control Systems, Capacity Management, Electrical Safety, Sustainable Technologies, System Monitoring, Performance Analysis, Chemistry, Continuous Monitoring
Beginner · Course · 1 - 4 Weeks

Banco Interamericano de Desarrollo
Skills you'll gain: Community Development, Sustainable Development, Sustainable Architecture, Socioeconomics, Architectural Design, Climate Change Adaptation, Social Justice, Energy and Utilities, Building Design, Climate Change Mitigation, Construction, Environment and Resource Management, Sustainable Engineering, Design Strategies, Sustainability Standards, Resilience, Project Finance
Beginner · Course · 1 - 4 Weeks

University of Florida
Skills you'll gain: Land Management, Environment and Resource Management, Plant Operations and Management, Sustainable Systems, Water Resources, Natural Resource Management, Environment, Environmental Science, Biology
Intermediate · Course · 1 - 4 Weeks

École Polytechnique
Skills you'll gain: Physics, Laboratory Research, General Science and Research, Materials science, Experimentation, Scientific Methods, Radiation Therapy, Research, Chemistry, Engineering, Scientific, and Technical Instruments, Physical Science, Radiology, Laboratory Equipment, Biomedical Technology, Emerging Technologies, Science and Research, Scientific Visualization, Energy and Utilities, X-Ray Computed Tomography, Innovation
Beginner · Specialization · 3 - 6 Months