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.

University of London
Skills you'll gain: Education Software and Technology, Learning Management Systems, Collaboration, Digital pedagogy, Discussion Facilitation, Graphical Tools, Test Tools
Beginner · Course · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Liberal Arts, Machine Learning, Human Computer Interaction, Social Impact, Human Centered Design, Psychology, Ethical Standards And Conduct
Beginner · Course · 1 - 4 Weeks

Yale University
Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Usability, Medical Privacy, Quality Management, Regulatory Affairs, Verification And Validation, Regulatory Requirements, Biomedical Engineering, Risk Management, User Interface (UI), Software Design, Health Technology, Software Testing, Entrepreneurship, Artificial Intelligence and Machine Learning (AI/ML), User Research, Cybersecurity
Intermediate · Course · 3 - 6 Months

Tecnológico de Monterrey
Skills you'll gain: Digital pedagogy, Education Software and Technology, Instructional Design, digital literacy, Educational Materials, Emerging Technologies, Learning Management Systems, Innovation, Quality Assurance, Planning, Resourcefulness, Learning Strategies, Creative Problem-Solving, Open Mindset, Systems Analysis, Solution Design, Design Strategies, User Centered Design, Technical Documentation, Virtual Environment
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Writing and Editing, Editing, Writing, Organizational Skills, Productivity, Concision, Time Management, Storytelling, Content Creation, Lifelong Learning, Professional Development, Communication Strategies, Critical Thinking, Creativity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Extract, Transform, Load, Web Scraping, Database Management, Databases, Unit Testing, SQL Server Integration Services (SSIS), Data Transformation, Package and Software Management, Application Programming Interface (API), Data Pipelines, Python Programming, Programming Principles
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Logistic Regression, Data Cleansing, Apache Spark, PySpark, Data Manipulation, Applied Machine Learning, Classification And Regression Tree (CART), Data Science, Machine Learning, Google Cloud Platform, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Berklee
Skills you'll gain: Music, Active Listening, Musical Composition, Instrumental Music, Mindfulness, Self-Awareness, Stress Management, World Music, Mental Health, Mental Concentration, Emotional Intelligence, Resilience, Respiration
Beginner · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Lifelong Learning, Teamwork, Time Management, Learning Strategies, Willingness To Learn, Productivity, Quick Learning, Self-Motivation, Cognitive flexibility, Neurology
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Statements, Cash Flows, Financial Analysis, Finance, Income Statement, Balance Sheet, Corporate Finance, Financial Management, Financial Planning, Business, Business Management, Organizational Structure, Leadership and Management
Build toward a degree
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Chemical Engineering, Chemistry, Thermal Management, Mechanical Engineering, Engineering Calculations, Process Engineering, Numerical Analysis, Engineering Analysis, Statistical Methods, Differential Equations, Physics, Engineering, Simulation and Simulation Software, Materials science, Probability Distribution, Mathematical Modeling, Applied Mathematics, Open Source Technology, Simulations, Physical Science
Advanced · Specialization · 3 - 6 Months

Infosec
Skills you'll gain: Responsible AI, AI Security, Artificial Intelligence, Data Ethics, Governance, AI Workflows, Law, Regulation, and Compliance, Information Privacy, Data Governance, Data Security, Machine Learning, Computer Security, Risk Management Framework
Beginner · Course · 1 - 3 Months