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 Michigan
Skills you'll gain: ChatGPT, Critical Thinking, AI literacy, Independent Thinking, Generative Model Architectures, Generative AI, Adaptability, Strategic Thinking, AI Enablement, Data Analysis, Organizational Leadership, Leadership Studies, AI powered creativity, Data Ethics, Large Language Modeling, AI Personalization, Model Training, Model Evaluation, AI Integrations, Prompt Engineering
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: QuickBooks (Accounting Software), Vendor Management, Ledgers (Accounting), Accounting Software, Inventory and Warehousing, Payroll Processing, Accounting Records, Financial Reporting, Payroll Reporting, Payroll Administration, Business Reporting, Customer Data Management, Management Reporting, Payroll Systems, Financial Analysis, Payroll, Accounting and Finance Software, Business Software, Business, Business Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Prompt Engineering Tools, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Generative Model Architectures, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, LLM Application, Recurrent Neural Networks (RNNs)
Intermediate · Specialization · 3 - 6 Months

Berklee
Skills you'll gain: Music Theory, Musical Composition, Music, Developing Training Materials, Instrumental Music, Peer Review, Education Software and Technology, Music Performance, Teaching, Classroom Management, Performing Arts, Storytelling, Digital pedagogy, Cultural Responsiveness, Post-Production, Media Production, Active Listening, Writing, Creativity, Collaboration
Intermediate · Specialization · 3 - 6 Months
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, Engineering Management, Business Modeling, 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

Skills you'll gain: User Story, Program Management, Stakeholder Management, Resource Allocation, Change Control, Agile Software Development, Scrum (Software Development), Stakeholder Engagement, Agile Methodology, Kanban Principles, Project Management Life Cycle, Backlogs, Change Management, Project Management Office (PMO), Stakeholder Communications, Organizational Change, Responsible AI, Program Implementation, Project Management, Leadership
Beginner · Professional Certificate · 3 - 6 Months

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

Skills you'll gain: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Python Programming, Machine Learning
Advanced · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Tensorflow, Model Training, Model Optimization, Deep Learning, Distributed Computing, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Lund University
Skills you'll gain: Responsible AI, Data Ethics, Healthcare Ethics, Ethical Standards And Conduct, Law, Regulation, and Compliance, Health Technology, Artificial Intelligence, Mental Health Counseling, Health Informatics, Regulation and Legal Compliance, Patient-centered Care, Human Centered Design, Health Care Procedure and Regulation, Mental Health, Machine Learning, General Data Protection Regulation (GDPR), Data Security, Psychological Evaluations, Natural Language Processing, Large Language Modeling
Intermediate · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Software Installation, Programming Principles, Other Programming Languages, Functional Design, Computer Programming, Ruby (Programming Language), Theoretical Computer Science, Object Oriented Programming (OOP), Code Reusability, Development Environment
Intermediate · Course · 1 - 3 Months

Yale University
Skills you'll gain: Motion Arguments, Legal Strategy, Legal Writing, Court Systems, Learning Strategies, Civil Procedures, Policy Analysis, Economics
Mixed · Course · 1 - 3 Months