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 California, Irvine
Skills you'll gain: Business Writing, Business Correspondence, Concision, Editing, Grammar, Proofreading, Business Communication, Report Writing, Global Marketing, Writing, Writing and Editing, Target Audience, Communication, Press Releases, Persuasive Communication, Presentations, Communication Strategies
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Engineering Management, Strategic Thinking, Value Propositions, Collaboration, People Management, Business Planning, Team Collaboration, Decision Making, New Business Development, Strategic Planning
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Case Western Reserve University
Skills you'll gain: Coaching, Negotiation, Emotional Intelligence, Empathy & Emotional Intelligence, Empathy, Employee Coaching, Leadership Development, Compassion, Leadership, Organizational Change, Organizational Leadership, Organizational Development, Rapport Building, Culture Transformation, Team Leadership, People Development, Strategic Leadership, Active Listening, Case Studies, Professional Development
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Spring Boot, Java, Java Programming, Hypertext Markup Language (HTML)
Beginner · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, Context Engineering, ChatGPT, AI literacy, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Data Analysis
Intermediate · Course · 1 - 3 Months

Pearson
Skills you'll gain: Psychology, Scientific Methods, Science and Research, Human Learning, Research, Endocrinology, Biology, Mental and Behavioral Health, Research Methodologies, Neurology, Physiology, Anatomy
Beginner · Course · 1 - 4 Weeks

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: electromagnetics, Electrical Engineering, Differential Equations, Physics, Electrical Systems, Materials science, Integral Calculus, Advanced Mathematics, Energy and Utilities, Applied Mathematics, Engineering Calculations, Engineering, Mechanics, Electronic Components, Engineering Analysis, Mathematical Modeling, Scientific Visualization
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: User Story, Information Architecture, UI/UX Research, User Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Thinking, Agile Software Development, UI/UX Strategy, Scrum (Software Development), User Centered Design, Design Research, Responsive Web Design, User Interface (UI), Figma (Design Software), Wireframing, User Experience, Adobe XD, Responsible AI, Prototyping
Beginner · Professional Certificate · 3 - 6 Months

University of California, Davis
Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Empathy & Emotional Intelligence, Growth Mindedness, Emotional Intelligence, Adaptability, Social Skills, Creative Problem-Solving, Brainstorming, Complex Problem Solving, Active Listening, Critical Thinking, Resilience, Open Mindset, Independent Thinking, Professional Development, Action Oriented, Culture Transformation, Willingness To Learn, Growth Strategies
Beginner · Specialization · 3 - 6 Months

John Wiley & Sons
Skills you'll gain: Run Chart, Data Collection, Pareto Chart, Health Care Administration, Clinical Leadership, Data Analysis, Quality Improvement, Continuous Quality Improvement (CQI), Data-Driven Decision-Making, Healthcare Project Management, Data Quality, Statistical Visualization, Exploratory Data Analysis, Statistical Analysis, Scatter Plots, Epidemiology, Health Care, Data Visualization, Decision Making, Healthcare Ethics
Beginner · Specialization · 3 - 6 Months

California Institute of the Arts
Skills you'll gain: Writing and Editing, Peer Review, Editing, Writing, Storytelling, Language Competency, Creativity, English Language, Language Learning
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Data Science, Web Applications, Python Programming, Data Analysis, Programming Principles, Artificial Intelligence, Computer Programming, Game Design
Beginner · Guided Project · Less Than 2 Hours