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 Colorado Boulder
Skills you'll gain: Tableau Software, Data Visualization Software, Geospatial Information and Technology, Forecasting, Data Visualization, Spatial Data Analysis, Time Series Analysis and Forecasting, Dashboard, Dashboard Creation, Statistical Visualization, Data Presentation, Data Analysis, Predictive Analytics, Exploratory Data Analysis, Analysis, Business Analytics, Unsupervised Learning, Data Science, Marketing Analytics, Data Modeling
Advanced · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: AI Product Strategy, Product Lifecycle Management, Responsible AI, Product Strategy, Governance, Product Management, AI Enablement, Enterprise Modeling, Innovation, Product Planning, Governance Risk Management and Compliance, Product Marketing, Product Development, Growth Strategies, Business Priorities, Organizational Structure, Business Strategy, Enterprise Risk Management (ERM), Culture Transformation, Customer Insights
Beginner · Course · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Bayesian Statistics, Analysis, Computer Science
Beginner · Course · 1 - 3 Months

Xi'an Jiaotong University
Skills you'll gain: File I/O, Programming Principles, C# (Programming Language), UI Components, Microsoft Windows, User Interface (UI), Computer Graphics, File Management, Command-Line Interface, Graphical Tools, Event-Driven Programming, Interactive Design, Application Development
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Digital Transformation, Google Cloud Platform, Google Workspace, Business Transformation, Collaborative Software, Cloud Management, Cost Management, Business Technologies, Cloud Solutions, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Cloud Infrastructure, Cloud Computing, IT Infrastructure, Productivity Software, Machine Learning Methods, Applied Machine Learning, Data Storage
Beginner · Course · 1 - 3 Months

Skills you'll gain: Cloud-Native Computing, Enterprise Architecture, CI/CD, Cloud Applications, Unified Modeling Language, Microservices, Cloud Infrastructure, Cloud Computing, Docker (Software), Data Modeling, Requirements Analysis, Software Systems, Architectural Design, Software Development Life Cycle, Stakeholder Engagement, Application Programming Interface (API), Database Design, Database Management, Data Governance, SQL
Advanced · Course · 1 - 3 Months

Skills you'll gain: Linux, Ubuntu, Shell Script, Linux Commands, Unix Shell, Linux Administration, Command-Line Interface, OS Process Management, File Systems, Virtualization and Virtual Machines, File Management, Virtual Environment, Virtualization, Virtual Machines, Software Installation, Graphical Tools
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Applied Machine Learning, Data Transformation, Data Processing, Keras (Neural Network Library), Machine Learning Methods, Data Modeling, Machine Learning, Python Programming, Statistical Methods
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Debugging, LLM Application, Data-oriented programming, Program Development, Code Reusability, Python Programming, Data Manipulation, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Model Deployment, Model Evaluation, Unsupervised Learning, Transfer Learning, Tensorflow, Generative AI Agents, Keras (Neural Network Library), Fine-tuning, Model Training, Machine Learning Methods, Dimensionality Reduction, Deep Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, BeeAI, Data Preprocessing, Convolutional Neural Networks, AI Orchestration, PyTorch (Machine Learning Library), Feature Engineering
Intermediate · Specialization · 1 - 3 Months

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

SkillUp
Skills you'll gain: Tableau Software, Peer Review, Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Presentations, Data Cleansing, Business Intelligence, Data Visualization Software, Data Visualization, Interactive Data Visualization, Business Intelligence Software, Data Quality, Data Preprocessing, Data Wrangling, Data Analysis, Key Performance Indicators (KPIs)
Advanced · Course · 1 - 4 Weeks