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 Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Apache Spark, Large Language Modeling, Database Management, Model Evaluation, Data Ethics, Bayesian Statistics, Data Visualization Software, Cloud Computing, Linear Algebra, Data Literacy, Data Governance, Regression Analysis, Data Modeling, Data Analysis
Earn a degree
Degree · 1 - 4 Years

Heriot-Watt University
Skills you'll gain: Artificial Intelligence, Data Structures, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Algorithms, Computer Programming, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Reinforcement Learning, Computational Thinking, Agentic systems, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Earn a degree
Degree · 1 - 4 Years

University of Colorado Boulder
Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
Earn a degree
Degree · 1 - 4 Years
University of North Texas
Skills you'll gain: Operations Management, Mediation, Model Evaluation, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Global Marketing, Probability & Statistics, Social Studies, Cultural Diversity, Digital Media Strategy, Organizational Leadership, Music History, Sociology
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Data Visualization, Financial Statement Analysis, Data Presentation, Predictive Modeling, Financial Modeling, Marketing Analytics, Product Marketing, Data Preprocessing, Marketing Management, Dashboard, Transfer Learning, Advertising, Random Forest Algorithm, Data Cleansing, Operations Research, Statistical Analysis, Mathematical Modeling
Credit offered
Mastertrack · 6 - 12 Months

Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design
Beginner · Course · 1 - 4 Weeks

Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, File Systems, SQL, Software Development Methodologies, Statistical Methods, Data Wrangling, Theoretical Computer Science, Application Security, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Health Informatics, R Programming, Artificial Intelligence, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

Advanced · Course
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: User Story, Unified Modeling Language, Software Testing, Test Automation, Continuous Integration, Software Architecture, Git (Version Control System), Maintainability, Agile Methodology, System Testing, JavaScript Frameworks, Software Design, Usability, Acceptance Testing, Web Content Accessibility Guidelines, Test Script Development, Angular, Agile Software Development, Application Design, Software Design Patterns
Credit offered
Mastertrack · 6 - 12 Months