Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Color Theory, Javascript, Front-End Web Development, User Interface (UI) Design, Web Development, Data Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: User Story, Team Building, Meeting Facilitation, Continuous Improvement Process
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Mathematics Education, Education Software and Technology, Simulations, Pedagogy, Digital pedagogy, Simulation and Simulation Software, Design Reviews, Survey Creation, Lesson Planning, Web Content Accessibility Guidelines, Interactive Design, Experimentation, Science and Research, User Feedback, Research, Chemistry, Physics, Technical Support, Biology, File Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Unreal Engine, 3D Assets, Video Game Development, Virtual Environment, Animation and Game Design, Performance Tuning, Event-Driven Programming, User Interface (UI)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Enablement, Responsible AI, Risk Management, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Spring Boot, React.js, Object-Relational Mapping, Restful API, YAML, Data Access, Web Applications, Databases, Application Performance Management, Full-Stack Web Development, Configuration Management, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Object-Relational Mapping, Spring Framework, Hibernate (Java), Apache Maven, Model View Controller, Relational Databases, Database Design, MySQL, Web Applications, Java Platform Enterprise Edition (J2EE), Java, Full-Stack Web Development, Database Development, Application Frameworks, Back-End Web Development, Authentications, Object Oriented Design, Object Oriented Programming (OOP), Application Development, Software Design Patterns
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Scripting, Linux, Unix Commands, Command-Line Interface, User Interface (UI), IT Automation, Interactive Design, File I/O, Programming Principles, Debugging, File Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Data Analysis, Data Preprocessing, Data Visualization Software, Artificial Intelligence, Model Evaluation, Model Deployment, Machine Learning, Technical Documentation, Software Documentation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Mindfulness, Personal Development, Self-Awareness, Creativity, Digital Design, Graphical Tools, Emotional Intelligence, Color Theory, Creative Thinking, Storytelling, Design Elements And Principles, Design Software, Adobe Creative Cloud
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Photography, Photo Editing, Post-Production, Creativity, Lifelong Learning, Adobe Photoshop, Growth Mindedness, Creative Thinking, Storytelling, Detail Oriented
Beginner · Course · 1 - 4 Weeks