Probabilistic Graphical Models courses can help you learn Bayesian networks, Markov random fields, and inference algorithms. You can build skills in modeling uncertainty, reasoning under uncertainty, and making predictions based on incomplete data. Many courses introduce tools like TensorFlow Probability and PyMC3, which are used for implementing these models and performing complex calculations, enabling you to apply your knowledge to real-world data analysis and machine learning tasks.

Skills you'll gain: OpenAI API, Fine-tuning, Frontend Integration, Back-End Web Development, Model Evaluation, Model Deployment, Scalability
Intermediate · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Global Marketing, International Relations, International Finance, Diplomacy, Cultural Sensitivity, Business Risk Management, Market Dynamics, Market Intelligence, Competitive Analysis, Corporate Strategy, Economics, Business Strategy, Market Opportunities, Political Sciences, Supply Chain Management, Market Analysis, Economics, Policy, and Social Studies, Economic Development, World History, Supply Chain Planning
Beginner · Course · 1 - 3 Months

Skills you'll gain: 3D Modeling, Visualization (Computer Graphics), Creative Design
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Calendar Management, Organizational Skills, Collaborative Software, Time Management, Team Management, Data Visualization, Data Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Sharing, Customer Data Management, Data Integration, Data Access, Business Intelligence, Google Cloud Platform, Cloud Management, Data Visualization, Data Management, Data Import/Export, Cloud Computing
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Machine Learning Methods, Machine Learning Algorithms, AI Security, AI literacy, Supervised Learning, Large Language Modeling, Generative AI, Model Training, Reinforcement Learning
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Verification And Validation, Computational Thinking, Systems Design, Systems Analysis, Model Optimization, Software Design, Computer Architecture, Software Quality (SQA/SQC), Logical Reasoning
Beginner · Course · 1 - 4 Weeks

University of Alberta
Skills you'll gain: Program Development, Computational Thinking, Software Development, Event-Driven Programming, Programming Principles, Software Engineering, Debugging, Problem Solving, Game Design, Theoretical Computer Science, Computer Programming, Software Quality (SQA/SQC), Data Structures, Python Programming, Video Game Development, Algorithms, Application Development, Computer Science, Functional Testing, User Interface (UI) Design
Intermediate · Course · 1 - 3 Months

Skills you'll gain: User Accounts, Collaborative Software, Telecommuting, Virtual Environment, Public Speaking, Communication, Business Communication
Intermediate · Guided Project · Less Than 2 Hours

AI CERTs
Skills you'll gain: Cyber Security Strategy, Fraud detection, Security Awareness, Operational Risk, Cyber Governance, Digital Assets, Asset Protection, Cyber Risk, Financial Controls, Computer Security Awareness Training, Cryptographic Protocols, Risk Management Framework, Loss Prevention, Payment Systems
Beginner · Course · 1 - 3 Months

Skills you'll gain: Canva (Software), Marketing Materials, Email Marketing, Marketing Design, Marketing Collateral, Promotional Materials, Graphical Tools, Graphic and Visual Design Software, Online Advertising, Social Media Campaigns, Advertising Campaigns, Social Media Content, Graphic Design, Content Marketing, Graphic and Visual Design, Social Media Marketing, Advertising Mail, Product Promotion, Digital Marketing, Business Communication
Beginner · Guided Project · Less Than 2 Hours
Skills you'll gain: Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Java Programming, Sampling (Statistics), Statistical Machine Learning, Model Evaluation, Supervised Learning, Machine Learning Methods, Model Training, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
Intermediate · Course · 1 - 4 Weeks