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 Illinois Urbana-Champaign
Skills you'll gain: Matplotlib, Plot (Graphics), Pandas (Python Package), Seaborn, SQL, Scientific Visualization, Data Visualization, Data Preprocessing, Jupyter, Data Manipulation, NumPy, Data-Driven Decision-Making, Regression Analysis, Accounting, Applied Machine Learning, Data Processing, Database Management, Query Languages, Data Compilation, Python Programming
Build toward a degree
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Climate Change Adaptation, Social Justice, Sustainable Development, Systems Thinking, Social Impact, Sustainable Systems, Environmental Issue, Climate Change Mitigation, Community Organizing, Environment, Innovation, Socioeconomics, Mitigation, Environmental Science, Environmental Resource Management, Social Sciences, Economics, Policy, and Social Studies, Sustainability Standards
Beginner · Course · 1 - 3 Months

Skills you'll gain: Vibe coding, Data Migration, AI Product Strategy, Database Management, Database Design, Technical Writing, Generative AI, Technical Communication, AI literacy, AI Enablement, AI Integrations, Data Validation, Prompt Engineering, Software Documentation, Technical Documentation, Email Automation, AI Workflows, Code Review, Prioritization, Automated External Defibrillator
Intermediate · Course · 3 - 6 Months

Imperial College London
Skills you'll gain: Health Technology, Data Presentation, Data Visualization Software, Telehealth, Agile Methodology, Interactive Data Visualization, Health Disparities, Health Informatics, Health Care Procedure and Regulation, Health Systems, Electronic Medical Record System, Electronic Medical Record, Health Equity, Interoperability, Public Health, Digital Analysis, Tableau Software, Data Ethics, Digital Transformation, User Centered Design
Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Interviewing Skills, Oral Expression, Follow Through, Communication, Business Writing
Beginner · Guided Project · Less Than 2 Hours

John Wiley & Sons
Skills you'll gain: AutoCAD, Autodesk, 3D Modeling, Computer-Aided Design, 3D Assets, Drafting and Engineering Design, Engineering Drawings, Visualization (Computer Graphics), Design Software, Technical Drawing, Computer Graphics, Data Import/Export, Digital Design, Design and Product, System Configuration, Design Elements And Principles
Intermediate · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Retail Store Operations, Customer Analysis, Inventory and Warehousing, Customer Retention, Inventory Control, Order Management, Inventory Management, Order Fulfillment, Customer experience improvement, Customer Insights, AI Personalization, Order Delivery, User Research, Order Processing, Retail Management, Loyalty Programs, E-Commerce, Marketing Strategies, Digital Marketing, Business
Intermediate · Course · 1 - 3 Months

Sage Publications
Skills you'll gain: Leadership Studies, Culture, Social Justice, Business Ethics, Leadership Development, Leadership, Cultural Responsiveness, Education and Training, Socioeconomics, Cultural Sensitivity, Leadership and Management, Ethical Standards And Conduct, International Relations, Cultural Diversity, Economics, Policy, and Social Studies, Intercultural Competence, Educational Materials, Professional Development, Instructional Strategies, Performance Management
Mixed · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Infrastructure Security, IT Security Architecture, Cloud Infrastructure, Network Security, Network Infrastructure, AI Security, Infrastructure Architecture, Zero Trust Network Access, AI Integrations, DevSecOps, Enterprise Architecture, Security Architecture Review, Cloud Security, Threat Modeling, Security Controls, Hardening, Endpoint Security, Microsoft Azure, Kubernetes, Risk Management
Advanced · Course · 1 - 3 Months

Skills you'll gain: NoSQL, MongoDB, Database Development, Database Systems, Databases, Database Management Systems, Database Management, Database Software, Database Administration, Information Management, Apache Cassandra, Data Store, Operational Databases, Database Theory, Database Architecture and Administration, Distributed Computing, Query Languages, Data Modeling, IBM Cloud, Cloud Applications
Beginner · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Artificial Intelligence, Psychology, Human Development, Scientific Methods, Research
Mixed · Course · 1 - 3 Months

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