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: Manufacturing Processes, Augmented and Virtual Reality (AR/VR), Augmented Reality, Materials science, Industrial Engineering, Production Process, Process Analysis
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Extract, Transform, Load, Data Pipelines, Geospatial Information and Technology, Apache Airflow, Geospatial Mapping, Spatial Data Analysis, GIS Software, Cloud Computing, Geographic Information Systems, Leaflet (Software), Google Cloud Platform, Real Time Data, Global Positioning Systems, Data Transformation, Data Analysis, Anomaly Detection, Technical Communication, Machine Learning
Beginner · Course · 3 - 6 Months

Skills you'll gain: Advanced Analytics, Budget Management, Hotel And Restaurant Management, Hospitality Management, Budgeting, Financial Forecasting, Hospitality, Variance Analysis, Forecasting, Hotel Operations, Operating Budget, Corporate Sustainability, Revenue Management, Sustainable Business, Financial Analysis, Performance Analysis, Sustainability Reporting, Analysis, Performance Metric, Strategic Decision-Making
Beginner · Course · 1 - 3 Months

STARWEAVER
Skills you'll gain: Prompt Engineering, Generative AI Agents, CrewAI, AI Orchestration, Prompt Engineering Tools, AI Enablement, Agentic Workflows, AI Workflows, AI Personalization, Generative AI, Application Design, Kubernetes, Artificial Intelligence, Containerization, Enterprise Application Management, System Monitoring, Agentic systems, MLOps (Machine Learning Operations), Python Programming, Engineering
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Course Development, Learning Management Systems, Information Architecture, Education Software and Technology, Content Management Systems, Content Management, Design
Beginner · Guided Project · Less Than 2 Hours

University of California San Diego
Skills you'll gain: Digital pedagogy, digital literacy, Education Software and Technology, Computational Thinking, Social Impact, Geospatial Information and Technology, Computer Networking, Media and Communications, Digital Communications, Data Centers, Algorithms, Global Positioning Systems
Beginner · Course · 1 - 3 Months

Skills you'll gain: Business Analysis, Requirements Elicitation, Quality Assurance, Leadership and Management, Product Quality (QA/QC), Risk Management, Agile Product Development, Quality Control, Stakeholder Management, Risk Analysis, Project Coordination, Quality Assessment, Business Requirements, Initiative and Leadership, Stakeholder Analysis, Risk Management Framework, Project Planning, Problem Solving, Communication, Critical Thinking
Intermediate · Specialization · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Web Scraping, Extract, Transform, Load, Data Manipulation, Data Wrangling, Data Preprocessing, Data Validation, Data Processing, Data Ethics, Data Import/Export, Data Cleansing, SQL, Data Transformation, JSON, Query Languages, Data Pipelines, Pandas (Python Package), Data Collection, Generative AI, Relational Databases, Unstructured Data
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Proposal Development, Proposal Writing, Technical Writing, Stakeholder Analysis, Technical Communication, Concision, Business Writing, Report Writing, Persuasive Communication, Stakeholder Communications, Writing, Technical Documentation, Engineering Management, Writing and Editing, Stakeholder Engagement, Management Reporting, Business Correspondence, Business Communication, Strategic Communication
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Global Marketing, Market Analysis, International Finance, Market Research, Consumer Behaviour, Market Intelligence, Marketing, Promotional Strategies, Culture, Business Management, Marketing Management, Strategic Marketing, Business Ethics, Market Opportunities, Marketing Planning, Legal Risk, Cultural Diversity, Marketing Strategies, Revenue Management, Economics
Mixed · Course · 1 - 3 Months

Interplay Learning
Skills you'll gain: Punch Work, Project Closure, Operational Efficiency, HVAC, Verification And Validation, Client Services, System Testing, Customer Service, Corrective and Preventive Action (CAPA), Active Listening, Customer Relationship Building, Facility Repair And Maintenance, Customer experience improvement, Communication, Communication Strategies, Service Improvement, Hardware Troubleshooting, Problem Management, Professionalism, Facility Management and Maintenance
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Web Scraping, Extensible Markup Language (XML), Web Development Tools, Scripting, Hypertext Markup Language (HTML), Web Applications, Python Programming
Intermediate · Guided Project · Less Than 2 Hours