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: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Unified Modeling Language, Software Design Patterns, Software Testing, Java, Software Engineering, Java Programming, Computer Programming, User Interface and User Experience (UI/UX) Design, Unit Testing, Software Design, Software Architecture, API Design, Model View Controller, Software Development, Test Driven Development (TDD), Conceptual Design, Databases
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: User Interface (UI), Embedded Software, Interactive Design, Human Computer Interaction, Embedded Systems, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Software Design, Usability, HTML and CSS, Interaction Design, Real-Time Operating Systems, Hypertext Markup Language (HTML), Technical Design, Internet Of Things, User Experience Design, jQuery, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML)
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Responsive Web Design, Git (Version Control System), Web Development, Cascading Style Sheets (CSS), Data Persistence, React.js, Version Control, Performance Tuning, Full-Stack Web Development, GitHub, Event-Driven Programming, HTML and CSS, Application Design, Development Testing, Video Game Development, Software Design Documents, Game Design, Program Development, Software Testing, Javascript
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Process Modeling, Systems Analysis, Database Design, Business Process Modeling, Process Flow Diagrams, System Testing, Process Mapping, Functional Requirement, Application Deployment, Business Analysis, Requirements Elicitation, Requirements Analysis, Development Testing, Data Management, System Design and Implementation, Software Design Documents, Stakeholder Management, Project Management, Data Visualization, Stakeholder Engagement
Advanced · Course · 1 - 3 Months

Skills you'll gain: Statistical Inference, Statistical Programming, Regression Analysis, Logistic Regression, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Probability & Statistics, Statistical Hypothesis Testing, Probability Distribution
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Internet Of Things, Wireless Networks, Software Design, Emerging Technologies, Healthcare 5.0, Embedded Software, Systems Design, Computing Platforms, System Design and Implementation, Software Systems, Information Systems Security, General Networking, Software Development, Systems Architecture, Program Development, Electronic Hardware, User Centered Design, Cloud Deployment, Application Deployment, Information Privacy
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: LLM Application, Fine-tuning, Test Data, Large Language Modeling, Prompt Engineering, Model Training, Model Evaluation, Transfer Learning, Generative AI Agents
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: SQL, Query Languages, Database Design, Performance Tuning, Database Management, Databases, PostgreSQL, Data Access
Intermediate · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: AWS CloudFormation, Amazon Web Services, Amazon Elastic Compute Cloud, Event-Driven Programming, Infrastructure as Code (IaC), Serverless Computing, Event Monitoring, Software Engineering
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Process Modeling, Business Process Modeling, Business Workflow Analysis, Systems Analysis, Workflow Management, Stakeholder Communications, Generative AI, AI Workflows, Process Optimization, Miro AI, Process Mapping, Consulting, Business Analysis Tools, Process Flow Diagrams, AI Integrations, Business Consulting, Systems Architecture, Solution Architecture, Software Architecture, Systems Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Adobe Premiere, Video Production, Photo/Video Production and Technology, Video Editing, Motion Graphics, Post-Production, Visual Storytelling, Videography, Graphic Design, Design Elements And Principles, Editing, Graphical Tools, Image Analysis, Color Matching, Content Creation, Music, Graphic and Visual Design, Fine-tuning
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Content Optimization, Auditing, Web Analytics, Content Performance Analysis, Extensible Markup Language (XML), Frontend Performance, Digital Marketing Tools, Prioritization
Beginner · Course · 1 - 3 Months