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.

LearnQuest
Skills you'll gain: Model View Controller, Apple iOS, JSON, Swift Programming, Apple Xcode, iOS Development, Responsive Web Design, Data Structures, Object Oriented Programming (OOP), Unit Testing, Programming Principles, Transaction Processing, Database Application, Mobile Development, User Interface (UI), Application Development, UI Components, Application Programming Interface (API), Data Storage, Data Modeling
Beginner · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Regression Analysis, Data Processing, Agentic systems, Data Science, Artificial Intelligence, Artificial Neural Networks, Algorithms
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Business Analysis, Business Process Modeling, Process Optimization, Requirements Management, Process Analysis, Data Modeling, Stakeholder Analysis, Agile Methodology, Requirements Analysis, Business Process, Process Improvement, User Story, Gap Analysis
Beginner · Course · 1 - 3 Months
Skills you'll gain: Blockchain, Digital Assets, FinTech, Business Modeling, Payment Systems, Business Transformation, Transaction Processing, Identity and Access Management, Contract Management, Security Controls
Beginner · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Business Intelligence, Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Data Analysis Software, Data Manipulation, Data Transformation, Time Series Analysis and Forecasting
Beginner · Course · 1 - 3 Months

École Polytechnique
Skills you'll gain: Vibrations, Structural Engineering, Structural Analysis, Engineering Analysis, Civil Engineering, Engineering, Engineering Calculations, Hazard Analysis, Mechanics, Physical Science, Simulation and Simulation Software, Mathematical Modeling, Experimentation, Laboratory Testing
Intermediate · Course · 1 - 3 Months

École Polytechnique
Skills you'll gain: Probability, Simulations, Probability & Statistics, Probability Distribution, Statistics, Mathematical Modeling, Interactive Data Visualization, Applied Mathematics, Mathematical Theory & Analysis
Mixed · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Advanced Mathematics, Calculus, Applied Mathematics, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Graphing, Derivatives, Graphical Tools
Mixed · Course · 1 - 4 Weeks

Infosec
Skills you'll gain: Cybersecurity, Cyber Attacks, Incident Response, Security Management, Network Security, Security Information and Event Management (SIEM), Security Controls, Identity and Access Management, Cryptography, Threat Detection, Data Security, Computer Security, Encryption, Personally Identifiable Information, Data Governance, Firewall, Vulnerability Assessments, User Accounts, Authorization (Computing), Risk Management
Intermediate · Course · 3 - 6 Months

University of Colorado System
Skills you'll gain: Business Intelligence, Data Visualization, Decision Support Systems, Business Process Management, Data Warehousing, Operational Performance Management, Business Analytics, Data Visualization Software, MicroStrategy, Dashboard, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Competitive Intelligence, Performance Management, Business Reporting, Data Analysis, Data Analysis Software, Six Sigma Methodology
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Data Storytelling, Data Presentation, Storytelling, Data Visualization, Verbal Communication Skills, Data Analysis, Business Communication, Action Oriented, Drive Engagement
Beginner · Guided Project · Less Than 2 Hours

University of Houston
Skills you'll gain: Collaborative Software, Education Software and Technology, Collaboration, Teaching, Communication, End User Training and Support, Technology Solutions, Web Applications, Communication Systems, Digital Communications
Beginner · Course · 1 - 3 Months