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.

Coursera
Skills you'll gain: Project Management Software, Collaborative Software, Productivity Software, Organizational Skills, User Accounts, User Provisioning
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Box Plots, Data Science, Histogram, Data Presentation, Statistical Analysis, Statistical Methods, Statistical Visualization, Data Preprocessing, Descriptive Statistics, Probability & Statistics, Data Analysis, Data Visualization Software, Data-Driven Decision-Making, Bayesian Statistics, Applied Machine Learning, Scatter Plots, Scripting, Python Programming, Data Processing, Machine Learning Algorithms
Mixed · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Cloud Solutions, Cloud Computing, Cloud Hosting, Cloud Platforms, Hybrid Cloud Computing, Private Cloud, Application Performance Management, Data Storage Technologies, Data Security, DevOps
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Security Controls, Threat Management, Cybersecurity, Threat Detection, Cyber Threat Intelligence, Zero Trust Network Access, Cyber Attacks, Cyber Security Strategy, Authentications, Application Security, Security Awareness, Cyber Risk, Information Systems Security, Data Security, Encryption, Multi-Factor Authentication, Vulnerability Assessments, Cryptography, Authorization (Computing), Identity and Access Management
Intermediate · Course · 1 - 4 Weeks

Howard University
Skills you'll gain: Correlation Analysis, Business Analysis, Spreadsheet Software, Business Solutions, Data Analysis Software, Analysis, Microsoft Excel, Business Modeling, Complex Problem Solving, Data Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Validation, Data Modeling
Intermediate · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Star Schema, Data Modeling, Extract, Transform, Load, Performance Tuning, Tableau Software, Model Optimization, Database Design, Data Visualization Software, Data Integration
Advanced · Course · 1 - 3 Months

Coursera
Skills you'll gain: Storyboarding, Canva (Software), Visual Storytelling, Storytelling, Graphical Tools, Animations, Organizational Skills, Video Production, Graphic Design, Graphic and Visual Design, Writing, Marketing
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Agile Methodology, Program Management, Diagram Design, Agile Project Management, Solution Delivery, Process Flow Diagrams, Program Development, Project Management, Program Implementation, Process Mapping, Process Management, Process Analysis
Intermediate · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Database Design, Applied Machine Learning, Database Management Systems, Data Architecture, Database Theory, Database Management, Database Architecture and Administration, Cloud Computing, Big Data, Relational Databases, Query Languages, Databases, Data Processing, SQL
Intermediate · Specialization · 1 - 3 Months

Northeastern University
Skills you'll gain: Health Systems, Patient-centered Care, Healthcare Industry Knowledge, Health Care Administration, Health Care Procedure and Regulation, Health Administration, Health Care, Primary Care, Health Policy, Health Disparities, Health Equity, Consumer Behaviour, Cultural Diversity, Diversity Awareness, Policy Analysis, Trend Analysis
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Billing Systems, Billing, Cloud Management, Cost Management, Cost Control, Budget Management, Billing & Invoicing, Cost Containment, Operating Cost, Financial Management, Financial Data, Budgeting, Virtual Machines, Cloud Platforms, Cloud Computing, Cloud Technologies, Cloud Computing Architecture, Expense Management, Cost Reduction, Virtualization and Virtual Machines
Intermediate · Course · 1 - 4 Weeks