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: Environmental Monitoring, Geospatial Information and Technology, Physical Science, Geographic Information Systems, Physics, Environmental Science, Spatial Analysis, Environment, General Science and Research, Remote Access Systems, Life Sciences, Laboratory Research, Science and Research, Biology, Scientific Methods, Research, Timelines, Systems Of Measurement
Beginner · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Color Theory, Database Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Peer Review, Data Modeling, Jupyter, Data Collection, Business Analysis, Data Science, Decision Tree Learning, Predictive Modeling, Software Development Methodologies, Data Processing, Business Requirements, Data Cleansing, Data Analysis, Data Mining, Data Quality, Data Transformation, User Feedback, Feature Engineering, Stakeholder Engagement
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Microarchitecture, Hardware Design, Computer Architecture, Embedded Software, Embedded Systems, Electronic Systems, Application Specific Integrated Circuits, Serial Peripheral Interface, Computer Hardware, Electronic Components, USB, Performance Tuning, Peripheral Devices, Real-Time Operating Systems, Debugging
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Sustainable Design, Human Centered Design, Environmental Regulations, Sustainability Standards, Design Thinking, Sustainable Business, Product Development, Product Design, Corporate Sustainability, Product Lifecycle Management, Regulatory Requirements, Design Strategies, Design Research
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Systems Thinking, Sustainable Systems, Sustainable Development, Food and Beverage, Nutrition and Diet, Environmental Issue, Water Sustainability, Economics, Energy and Utilities, Environment, Production Process, Water Resources, Land Management, Environment and Resource Management, Culture, Consumer Behaviour
Beginner · Course · 1 - 3 Months
École Polytechnique
Skills you'll gain: Physics, Physical Science, General Science and Research, Science and Research, Research
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Natural Language Processing, Supervised Learning, Dimensionality Reduction, Text Mining, Feature Engineering, Machine Learning Algorithms, Artificial Intelligence, Tensorflow, Unstructured Data, Probability & Statistics
Intermediate · Course · 1 - 4 Weeks

University of Amsterdam
Skills you'll gain: Laboratory Experience, Laboratory Techniques, User Feedback, Experimentation, Research
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Finite Element Methods, Simulation and Simulation Software, Data Validation, Simulations, Engineering Analysis, Verification And Validation, Engineering Calculations, Mechanical Engineering, Scientific Visualization, Physics
Beginner · Guided Project · Less Than 2 Hours

Nanyang Technological University, Singapore
Skills you'll gain: Systems Thinking, Case Studies, Network Analysis, Mathematical Modeling, Simulations, Social Sciences, Applied Mathematics, Policy Analysis, Agentic systems, Forecasting, Critical Thinking, Jupyter
Beginner · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Scientific Methods, General Science and Research, Physics, Physical Science, Experimentation, Ancient History, Vibrations, Mechanics, World History, European History, Deductive Reasoning, Applied Mathematics
Beginner · Course · 1 - 4 Weeks