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: Engineering Software, Software Development, Interviewing Skills, Software Engineering, Relationship Building, Professional Development, Application Development, DevOps, Professionalism, Verbal Communication Skills, Problem Solving, Communication, Cloud Computing
Beginner · Course · 1 - 4 Weeks

Alberta Machine Intelligence Institute
Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, Image Analysis, OpenAI, ChatGPT, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

AI Business School
Skills you'll gain: Agentic systems, No-Code Development, Generative AI Agents, Digital Transformation, AI Product Strategy, Business Process Automation, Business Technologies, FinTech, Automation, Generative AI, Accounting and Finance Software, Artificial Intelligence, Innovation, Finance, Application Design, Productivity Software, Application Development
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Git (Version Control System), GitHub, Version Control, Collaborative Software, Web Applications, Open Source Technology, Command-Line Interface, DevOps
Beginner · Course · 1 - 4 Weeks

The University of Edinburgh
Skills you'll gain: Climate Change Adaptation, Climate Change Mitigation, Sustainable Development, Risk Management, Social Justice, Environmental Policy, Environmental Science, Advocacy, Forecasting, Mathematical Modeling, Simulations
Beginner · Course · 1 - 3 Months

Skills you'll gain: Stakeholder Engagement, Communication Planning, Stakeholder Communications, Project Coordination, Requirements Analysis, Project Management Software, Business Analysis, Waterfall Methodology, Program Management, Kanban Principles, Communication, Risk Management, Product Lifecycle Management, Prioritization
Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Feature Engineering, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Data Processing, Dimensionality Reduction, Data Cleansing, Keras (Neural Network Library), Machine Learning Algorithms, Data Transformation, NumPy, Classification And Regression Tree (CART), Tensorflow, Machine Learning, Predictive Modeling, Data Science
Beginner · Specialization · 3 - 6 Months

University of Illinois Urbana-Champaign
Skills you'll gain: C++ (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Graph Theory, Development Environment, Data Storage, Engineering Software, Unstructured Data, Computer Programming, Algorithms, Data Storage Technologies, Debugging, Program Development, Database Systems, Database Theory, Network Routing, Theoretical Computer Science
Intermediate · Specialization · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Generative AI Agents, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Prototyping, Software Documentation, File Management
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Proposal Writing, Interpersonal Communications, Editing, Verbal Communication Skills, Presentations, Active Listening, Constructive Feedback, Business Writing, Technical Communication, Technical Writing, Business Communication, Technical Management, Communication, Public Speaking, Proofreading, Engineering Management, Trustworthiness, Team Management, Storytelling, Writing
Build toward a degree
Beginner · Specialization · 1 - 3 Months

Microsoft
Skills you'll gain: ASP.NET, .NET Framework, Responsive Web Design, HTML and CSS, C# (Programming Language), Full-Stack Web Development, Web Applications, Web Development, Javascript and jQuery, UI Components, Bootstrap (Front-End Framework), Development Environment, Cascading Style Sheets (CSS), Restful API, React.js, Microsoft Visual Studio, Application Programming Interface (API), Model View Controller
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Web Scraping, Data Structures, Git (Version Control System), Generative AI, Version Control, Matplotlib, Plotly, DevOps, Agile Methodology, Web Development, Data Ethics, Flask (Web Framework), Data Visualization, Scripting, GitHub, Debugging, Data Cleansing, Data Analysis, Automation, Cloud Computing
Beginner · Professional Certificate · 3 - 6 Months