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, Davis
Skills you'll gain: Workflow Management, DevOps, Business Metrics, Organizational Development, Organizational Structure, System Monitoring, Incident Management, Operational Efficiency, Backlogs, Accountability, Organizational Change, Performance Measurement, Cloud Management, Problem Management, Continuous Monitoring, Process Improvement, Continuous Improvement Process, Culture Transformation, Quality Improvement, Risk Management
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Key Performance Indicators (KPIs), Stakeholder Communications, Concision, Stakeholder Management, Performance Metric, User Feedback, Stakeholder Engagement, Performance Reporting, Jira (Software), Management Reporting, Constructive Feedback, Information Architecture, Data Storytelling, Report Writing, Prioritization, Communication, Communication Strategies, Collaborative Software, Content Optimization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Authentications, Splunk, Role-Based Access Control (RBAC), Data Maintenance, Security Assertion Markup Language (SAML), Interactive Data Visualization, Pivot Tables And Charts, Data Presentation, Dashboard Creation, Dashboard, Single Sign-On (SSO), Performance Tuning, Identity and Access Management, Lightweight Directory Access Protocols, Configuration Management, Data Integration, Scalability, Network Troubleshooting, Data Management, Data Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Regression Analysis, Scikit Learn (Machine Learning Library), Statistical Machine Learning, Data Science, Probability & Statistics, Statistical Methods, Statistical Inference, Applied Machine Learning, Business Analytics, Model Training, Data Analysis, Statistical Analysis, Statistics, Machine Learning Algorithms, Probability Distribution, Estimation
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Docker (Software), Containerization, Application Deployment, Restful API, Microservices, Continuous Deployment, API Design, Scalability, Application Programming Interface (API), Data Validation, Software Versioning, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Canva (Software), Instagram, Marketing Materials, Marketing Design, Graphic Design, Social Media Campaigns, Social Media Content, Graphical Tools, Content Creation, Social Media Marketing, Graphic and Visual Design, Brand Awareness, Social Media, Personalized Campaigns, Social Impact, Digital Marketing
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Collaborative Software, Style Guides, Brand Management, Version Control, Compliance Auditing, Branding, Auditing, Marketing Collateral, Document Management, Data-Driven Marketing, Document Control, Quality Assurance, Compliance Reporting, Digital Marketing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Statistical Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Forecasting, Data Mining, Data Preprocessing, Model Optimization, Data Analysis, Model Evaluation, Statistical Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Google Workspace, Gmail, Data Management, Endpoint Security, Group Policy, Data Sharing, Compliance Management, Cloud Management, Productivity Software, Document Management, System Configuration, Calendar Management, Cloud Security, User Accounts, User Provisioning, Collaborative Software, Enterprise Application Management, File Management, Email Security, Security Controls
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Bank Regulations, Due Diligence, Risk Modeling, Governance Risk Management and Compliance, Market Liquidity, Risk Management Framework, Financial Regulation, Risk Control, Investments, Risk Management, Financial Modeling, Market Dynamics, Verification And Validation, Asset Management, Model Evaluation, Finance, Derivatives
Mixed · Course · 1 - 3 Months

Skills you'll gain: Hedge Accounting, Accrual Accounting, Accruals, Derivatives, Investments, Portfolio Management, Profit and Loss (P&L) Management, Investment Management, Equities, Accounting, Asset Management, Fund Accounting, Financial Market, Financial Reporting, Income Statement, Reconciliation, Securities (Finance), Performance Analysis, Organizational Structure
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft 365, Microsoft Teams, Microsoft Outlook, Microsoft Office, Calendar Management, Collaborative Software, Productivity Software, Email Automation, Project Management Software, Organizational Skills, Collaboration, Document Management, Scheduling, File Management, Multimedia, Business Communication, Data Sharing
Intermediate · Course · 1 - 3 Months