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.

University of California, Irvine
Skills you'll gain: Collaborative Software, Education Software and Technology, Digital pedagogy, Learning Management Systems, Virtual Environment, Augmented Reality, Teaching, Game Design, Emerging Technologies, Virtual Networking, Information Privacy, Social Media, Technology Strategies
Mixed · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Bioinformatics, Markov Model, Informatics, Life Sciences, Molecular Biology, Computational Thinking, Data Analysis Software, Statistical Methods, Medical Science and Research, Data Processing, Algorithms, Applied Machine Learning
Mixed · Course · 3 - 6 Months
University of Michigan
Skills you'll gain: Intellectual Property, Strategic Decision-Making, Arbitration, Decision Making, Business Ethics, Business Leadership, Mediation, Legal Strategy, Business Strategy, Talent Acquisition, New Business Development, Contract Management, Risk Management, Regulation and Legal Compliance, Innovation, Product Management, Labor Law
Beginner · Course · 1 - 3 Months

Skills you'll gain: Identity and Access Management, Computer Security Incident Management, Network Security, Cryptography, AWS Identity and Access Management (IAM), Encryption, User Provisioning, Security Management, Penetration Testing, Vulnerability Scanning, ISO/IEC 27001, Information Systems Security, Network Architecture, Computer Networking, DevSecOps, Risk Management, OAuth, Data Management, Software Development Methodologies, Cybersecurity
Beginner · Specialization · 3 - 6 Months

The State University of New York
Skills you'll gain: Infographics, LinkedIn, Social Media, Professional Networking, Professional Development, Strategic Communication, Recruitment, Data Visualization, Branding
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Model Evaluation, Data Preprocessing, Machine Learning, Statistical Machine Learning, Data Mining, Algorithms
Intermediate · Course · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Requirements Analysis, Unified Modeling Language, Object Oriented Design, Functional Requirement, Data Modeling, Object Oriented Programming (OOP), Systems Development Life Cycle, System Requirements, Diagram Design, Software Development, Software Engineering, Software Systems, Model Evaluation, Project Planning, Project Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Budgeting, Microsoft Excel, Budget Management, Excel Formulas, Spreadsheet Software, Financial Data, Microsoft Office, Data Visualization
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Skills you'll gain: Google Sheets, Excel Formulas, Spreadsheet Software, Google Workspace, Data Validation, Data Visualization, Data Analysis Expressions (DAX), Productivity Software, Data Storytelling, Data Integration, Data Cleansing
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Investments, Finance, Portfolio Management, Business Valuation, Financial Modeling, Return On Investment, Financial Analysis, Portfolio Risk, Regression Analysis, Asset Management, Microsoft Excel, Market Data, Statistical Analysis, Risk Analysis, Performance Analysis, Cash Flows
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Systems Thinking, Epidemiology, Systems Analysis, Social Network Analysis, Simulations, Health Disparities, Network Analysis, Public Health, Policy Analysis, Social Determinants Of Health, Behavioral Health, Economics, Software Installation
Beginner · Course · 1 - 4 Weeks