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: Stakeholder Communications, Dashboard, Dashboard Creation, Data Import/Export, Management Reporting, Model Evaluation, AI literacy, Decision Intelligence, Stakeholder Engagement, Prompt Engineering, Data-Driven Decision-Making, Timelines, Report Writing, Responsible AI, Business Reporting, Project Documentation, Data Transformation, Data Presentation, AI Enablement, Risk Management
Beginner · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Simulations, Operations Research, Simulation and Simulation Software, Sprint Planning, Advanced Analytics, Process Mapping, Process Optimization, Project Scoping, Project Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Model Optimization, Investment Management, Business Priorities, Goal Setting, Ideation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Event Monitoring, OSI Models, Network Monitoring, Network Protocols, Cyber Threat Intelligence, Network Analysis, TCP/IP, Distributed Denial-Of-Service (DDoS) Attacks, Threat Detection, General Networking, Network Security, Incident Response, Anomaly Detection, Command-Line Interface
Intermediate · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Data Visualization, Pivot Tables And Charts, Data Presentation, Interactive Data Visualization, Data Visualization Software, Microsoft Excel, Dashboard, Dashboard Creation, Spreadsheet Software, Microsoft PowerPoint, Data Transformation, Presentations, Consolidation, Design Elements And Principles
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: AI Personalization, Personalized Campaigns, Cross-Channel Marketing, Brand Marketing, AI powered creativity, Content Performance Analysis, Marketing Strategies, Marketing Effectiveness, Campaign Planning, Advertising Campaigns, Data-Driven Marketing, Marketing Automation, Digital Brand Strategy, Campaign Management, Performance marketing, AI Enablement, Performance Analysis, AI Integrations, Information Privacy, Generative AI
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Analytical Skills, Statistical Methods, Exploratory Data Analysis, R (Software), Business Analytics, Data Analysis, Statistical Analysis, Data Visualization, Analytics, Statistical Visualization, R Programming, Analysis, Statistical Programming, Predictive Analytics, Statistical Modeling, Data Structures, Statistical Software, Time Series Analysis and Forecasting, Data Manipulation, Regression Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Flask (Web Framework), Restful API, Cloud Deployment, Dashboard Creation, Full-Stack Web Development, Data Visualization, Application Deployment, Object-Relational Mapping, Interactive Data Visualization, Cloud Applications, Application Programming Interface (API), Databases, Web Applications, Web Development, Authentications, Database Management, SQL, User Accounts, Database Design, Scalability
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Token Optimization, LLM Application, Large Language Modeling, Generative AI, AI Workflows, AI Integrations, Application Programming Interface (API), Git (Version Control System)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Timelines, Project Schedules, Project Management Software, Stakeholder Communications, Project Estimation, Sprint Planning, Stakeholder Management, Project Design, Productivity, Project Management, Agile Project Management, Stakeholder Engagement, Estimation, Communication Planning, Project Planning, Audit Planning, Productivity Software, Collaborative Software, Scheduling, Workflow Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, GitHub Copilot, LangChain, LLM Application, Emerging Technologies, AI Orchestration, AI Workflows, AI Security, OpenAI, AI Integrations, ChatGPT, AI literacy, Responsible AI, Artificial Intelligence, General Networking, Cybersecurity, Network Administration, Software Development, Quantum computing
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Django (Web Framework), Dashboard Creation, Model View Controller, Authentications, Chart.js, Data Import/Export, Full-Stack Web Development, Web Development, Data Modeling, Object-Relational Mapping, Cascading Style Sheets (CSS), Responsive Web Design, Javascript, Code Reusability, User Interface (UI), Development Environment, Hypertext Markup Language (HTML)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Probability & Statistics, Statistics, Data-Driven Decision-Making, Probability, Probability Distribution, Estimation, Business Analytics, Data Analysis, Statistical Methods, Analytics, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Correlation Analysis, Variance Analysis
Mixed · Course · 1 - 4 Weeks