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.

DeepLearning.AI
Skills you'll gain: Generative AI Agents, Artificial Intelligence, LLM Application, Agentic systems, Business Process Automation, Automation, Tool Calling, Debugging, Prompt Engineering, Coordination, Prioritization
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Responsible AI, Generative AI, Project Management, LLM Application, Project Management Life Cycle, Data Ethics, Prompt Engineering, Work Breakdown Structure, Team Oriented, Project Documentation, Business Ethics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Science, Data Transformation, Data Processing, Predictive Analytics, Machine Learning, Python Programming
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Sampling (Statistics), Engineering Management, Data-Driven Decision-Making, Probability Distribution, Descriptive Statistics, Statistical Hypothesis Testing, Estimation, Statistical Visualization, Data Analysis, Sample Size Determination, Correlation Analysis, Data Visualization, Statistical Software, Statistical Analysis, Leadership and Management, Technical Management, Leadership, R (Software), Box Plots, Problem Solving
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Descriptive Statistics, Jupyter, Microsoft Azure, Matplotlib, Feature Engineering, Scatter Plots, Data Analysis, Statistics, Exploratory Data Analysis, Seaborn, Data Visualization Software, Correlation Analysis, Applied Machine Learning
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: New Product Development, Product Development, Design Thinking, Engineering Management, Product Management, Market Research, Prototyping, Conceptual Design, Innovation, Product Requirements, Target Market, Mockups, Wireframing, Leadership and Management, Leadership, Creativity, Customer Insights
Build toward a degree
Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Portfolio Management, Investment Management, Asset Management, Market Liquidity, Risk Management, Financial Market, Financial Modeling, Financial Trading, Equities, Statistical Methods, Risk Analysis, Securities Trading, Market Dynamics, Financial Analysis, Statistical Analysis
Intermediate · Course · 1 - 3 Months
Stanford University
Skills you'll gain: Molecular Biology, Biotechnology, Biochemistry, Chemical and Biomedical Engineering, Biology, Scientific Visualization, Structural Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Email Marketing, Search Engine Optimization, Web Analytics and SEO, Social Media Marketing, Brand Marketing, Brand Awareness, Branding, Digital Marketing, Marketing Design, Marketing, Content Creation, Web Design and Development
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Regression Analysis, Statistical Modeling, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Data Manipulation, Pandas (Python Package), Machine Learning Methods, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours
Amazon Web Services
Skills you'll gain: Prompt Engineering, Amazon Bedrock, Responsible AI, Application Deployment, Amazon Elastic Compute Cloud, Unit Testing, Amazon Web Services, Generative AI, LLM Application, DevOps, Git (Version Control System), CI/CD, Artificial Intelligence, Application Lifecycle Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Data Cleansing, Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Data Manipulation, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Predictive Analytics, Machine Learning Algorithms, Data Science, Python Programming
Beginner · Guided Project · Less Than 2 Hours