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: Image Analysis, Image Quality, Matlab, Computer Vision, File I/O, Automation, Digital Signal Processing, Anomaly Detection, Spatial Data Analysis, Engineering Practices, Medical Imaging, Spatial Analysis, Mathematical Software, Data Preprocessing, Environmental Monitoring, File Management, Quantitative Research, Graphical Tools, Scientific Visualization, Algorithms
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Dashboard, Conversion Funnel Analysis, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming
Intermediate · Specialization · 3 - 6 Months

University of California San Diego
Skills you'll gain: Growth Mindedness, Technical Communication, Algorithms, Overcoming Obstacles, Software Engineering, Verbal Communication Skills, Social Skills, Interpersonal Communications, Communication, Problem Solving, Self-Awareness, Collaboration, Complex Problem Solving, Data Structures
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Requirements Elicitation, Software Design Documents, Requirements Analysis, Mockups, Security Requirements Analysis, Interviewing Skills, User Requirements Documents, Systems Development Life Cycle, Data Flow Diagrams (DFDs), Storyboarding, Functional Requirement, Goal Setting, Software Development Methodologies, Software Documentation, Diagram Design, Agile Methodology, Product Requirements, Unified Modeling Language, Risk Management Framework, Risking
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Financial Statement Analysis, Financial Statements, Goal Setting, User Story, Engineering Management, Capital Budgeting, Cost Estimation, Stakeholder Analysis, Project Scoping, Team Leadership, Mental Concentration, Environmental Social And Corporate Governance (ESG), Portfolio Risk, Agile Project Management, Risk Mitigation, Risk Management, Self-Awareness, Growth Mindedness, Leadership Development, Personal Development
Credit offered
Graduate Certificate · 6 - 12 Months

DeepLearning.AI
Skills you'll gain: Software Documentation, LLM Application, Collaborative Software, Software Testing, Technical Documentation, Large Language Modeling, AI Integrations, Dependency Analysis, Security Testing, AI literacy, Package and Software Management, Debugging, Software Engineering
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Modeling, Data Transformation, Database Design, Data Engineering, Dashboard, Dashboard Creation, Cloud Engineering, Analytics, Star Schema, Data Warehousing, Data Architecture, Data Integration, Extract, Transform, Load, Business Intelligence, Business Intelligence Software, Data Infrastructure, Data Analysis, Cloud Computing Architecture, Data Pipelines, Cloud Infrastructure
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Security Engineering, Security Requirements Analysis, Risk Management Framework, Systems Engineering, Information Systems Security Assessment Framework (ISSAF), System Implementation, Information Systems Security, Security Strategy, Security Management, Information Assurance, Verification And Validation, Systems Development Life Cycle, Systems Integration, Change Control
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Failure Analysis, Scope Management, Engineering Management, Systems Engineering, Change Control, Program Management, Engineering Change Order, Cost Management, Risk Management, Contract Management, Root Cause Analysis, Risk Mitigation, Earned Value Management
Build toward a degree
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Failure Analysis, Electrical and Computer Engineering, Biological Engineering, Process Modeling, Hazard Analysis, Simulations, Verification And Validation
Build toward a degree
Intermediate · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Structural Engineering, Structural Analysis, Construction, Engineering Analysis, Engineering Calculations, Mechanics, Engineering, Civil Engineering
Beginner · Course · 1 - 4 Weeks

EDHEC Business School
Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Sustainable Development, Engineering, Systems Of Measurement, Environment, Mathematical Modeling, Environmental Monitoring, Sustainable Technologies, Environmental Science, Physics, Economics
Beginner · Course · 1 - 4 Weeks