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: Exploratory Data Analysis, Data Wrangling, Data Transformation, Data Analysis, Data Cleansing, Data Manipulation, Data Import/Export, Predictive Modeling, Regression Analysis, Statistical Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data-Driven Decision-Making, Matplotlib, Feature Engineering, Data Visualization, Data Pipelines, NumPy, Python Programming
Intermediate · Course · 1 - 3 Months
National Taiwan University
Skills you'll gain: Food and Beverage, Cooking, Sustainable Development, Socioeconomics, Culture, Nutrition and Diet, Innovation, Food Safety and Sanitation, Cultural Diversity, Sustainability Standards, Environment and Resource Management, Economic Development, Environmental Science, Biology, Pharmaceuticals, Ethical Standards And Conduct, Law, Regulation, and Compliance
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Oil and Gas, Climate Change Programs, Environment, Governance, Energy and Utilities, Environmental Science, Environmental Monitoring, Physical Science, International Relations, Environmental Policy, Socioeconomics, Natural Resource Management, Hydrology, Economics, Cultural Diversity, Climate Change Adaptation, Geographic Information Systems, Mathematical Modeling, Transportation Operations, Social Studies
Beginner · Specialization · 3 - 6 Months

Dartmouth College
Skills you'll gain: Energy and Utilities, Environmental Science, Environment, Oil and Gas, Electric Power Systems, Sustainable Development, Sustainable Technologies, Climate Change Mitigation, Construction, Physics
Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Engineering Analysis, Numerical Analysis, Finite Element Methods, Chemical Engineering, Simulation and Simulation Software, Differential Equations, Applied Mathematics, Engineering, NumPy, Mathematical Modeling, Scientific Visualization, Calculus, Python Programming, Algorithms
Intermediate · Course · 1 - 3 Months

Starweaver
Skills you'll gain: High Voltage, Power Electronics, Electrical Equipment, Electronic Systems, Basic Electrical Systems, Control Systems, Test Equipment, Electric Power Systems, Wiring Diagram, Hardware Troubleshooting, Electrical Safety, Sustainable Technologies, Thermal Management, Emerging Technologies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, AI Product Strategy, Prompt Patterns, Generative AI, Commercialization, Product Management, ChatGPT, Google Gemini, Product Lifecycle Management, Stakeholder Communications, Technical Product Management, Customer experience improvement, Team Building, Responsible AI, Artificial Intelligence, Return On Investment, Product Development, New Product Development, Artificial Intelligence and Machine Learning (AI/ML), Creativity
Intermediate · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Precision Medicine, Energy and Utilities, Image Analysis, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Artificial Neural Networks, Deep Learning, Sustainable Technologies, Generative AI, Applied Machine Learning, Medical Science and Research, Predictive Modeling, Machine Learning, Molecular Biology, Anomaly Detection, Pharmaceuticals
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Sustainable Development, Social Justice, Geographic Information Systems, Organizational Change, Sustainable Business, Environmental Policy, Environmental Regulations, Geospatial Mapping, Culture Transformation, Environmental Resource Management, Sustainability Reporting, Spatial Data Analysis, Environmental Social And Corporate Governance (ESG), Environmental Issue, Strategic Leadership, Corporate Sustainability, Leadership, Collaboration, Financial Analysis, Critical Thinking
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Energy and Utilities, Electrical Systems, Electric Power Systems, Electrical Equipment, Power Electronics, Network Planning And Design, System Requirements, Interoperability
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Predictive Modeling, Machine Learning Algorithms, Feature Engineering, Supervised Learning, Classification And Regression Tree (CART), Predictive Analytics, Applied Machine Learning, R Programming, Machine Learning, Random Forest Algorithm, Regression Analysis, Data Processing, Data Collection
Mixed · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Physics, Laboratory Experience, Electrical Systems, Experimentation, Electrical Engineering, Basic Electrical Systems, Scientific Methods, Science and Research, Physical Science, Mechanics, Electronics Engineering, Engineering Calculations, Mathematical Modeling, Applied Mathematics
Beginner · Course · 1 - 4 Weeks