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, Systems Engineering, Mechanics, Mathematical Modeling, Simulation and Simulation Software, Engineering Analysis, Engineering Calculations, Engineering Design Process
Advanced · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Energy and Utilities, Thermal Management, Transportation Operations, Climate Change Mitigation, Environmental Issue, Sustainable Technologies, Sustainable Engineering, Electric Power Systems, Production Process, Materials science, Emerging Technologies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Software Development Life Cycle, Open Web Application Security Project (OWASP), Containerization, Istio, Software Architecture, Node.JS, Application Deployment, Restful API, Kubernetes, Database Design, Cloud-Native Computing, Responsive Web Design, NoSQL, OpenShift, Git (Version Control System), Ajax, Grafana, Javascript, Azure DevOps, Engineering Software
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Cloud Computing Architecture, Cloud Services, Generative AI, Cloud Security, Cybersecurity, Cloud Platforms, Cloud Hosting, Cloud Engineering, Cloud Computing, Data Storage, Peripheral Devices, Computer Hardware, Cyber Attacks, System Configuration, Artificial Intelligence, OSI Models, General Networking, Data Security, Cloud Infrastructure, Computer Programming
Beginner · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Usability, Usability Testing, Interaction Design, User Experience Design, Human Computer Interaction, Human Centered Design, Human Factors, User Interface (UI), User Research, Data Collection, Research Design, Research Methodologies, Experimentation, Case Studies
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Engineering, Application Deployment, YAML, Virtual Environment
Intermediate · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Hydraulics, Structural Engineering, Civil Engineering, Hydrology, Water Resource Management, Environmental Engineering, Structural Analysis, Construction, Mechanical Design, Engineering Analysis, Engineering Design Process
Advanced · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Climate Change Adaptation, Corporate Sustainability, Environmental Resource Management, Climate Change Mitigation, Environment, Community Development, Water Resource Management, Risk Analysis, Environmental Science, Sustainability Reporting, Energy and Utilities, Case Studies
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Climate Change Programs, Environment, Systems Thinking, Cultural Sensitivity, Geographic Information Systems, Hydrology, Climate Change Adaptation, Environmental Monitoring, International Relations, Mathematical Modeling, Physical Science, Environmental Science, Biology, Scientific Methods, Physics, Research, Data Collection, Chemistry
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Risk Modeling, Data Analysis, Precision Medicine, Decision Tree Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Patient Treatment, Image Analysis, AI Personalization, Diagnostic Radiology, Machine Learning, Random Forest Algorithm, Forecasting, Data Processing, Artificial Intelligence, Tensorflow
Intermediate · Specialization · 1 - 3 Months

Technion - Israel Institute of Technology
Skills you'll gain: Materials science, Semiconductors, Biomedical Engineering, Electronics Engineering, Laboratory Testing, Environmental Monitoring, Chemistry, Electronic Components, Manufacturing Processes
Mixed · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Linear Algebra, Statistical Machine Learning, Mathematics and Mathematical Modeling, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Statistical Inference, Algebra
Mixed · Course · 1 - 4 Weeks