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: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Machine Learning, Network Architecture, Data Science
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Emergency Services, Public Health, Public Health and Disease Prevention, Crisis Intervention, Health Equity, Leadership, Health Administration, Health Disparities, Diversity Equity and Inclusion Initiatives, Community Health, Emergency Response
Beginner · Course · 1 - 3 Months

Skills you'll gain: Telecommuting, Team Leadership, Peer Review, Rapport Building, Leadership and Management, Collaborative Software, Team Motivation, Drive Engagement, Relationship Building, Remote Access Systems, Cross-Functional Collaboration, Communication Planning, Communication
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Responsible AI, Prompt Engineering, AI Security, Google Gemini, Gemini, Generative AI, Embeddings, Multimodal Prompts, AI Product Strategy, Model Deployment, Vector Databases, Cloud Security, Keras (Neural Network Library), Google Cloud Platform, Generative Model Architectures, Federated Learning, Image Analysis, Natural Language Processing, Recurrent Neural Networks (RNNs), Machine Learning
Advanced · Specialization · 3 - 6 Months

O.P. Jindal Global University
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Customer Analysis, Customer Retention, Predictive Analytics, Customer Insights, Data-Driven Decision-Making, Customer Data Management, Predictive Modeling, Marketing Strategies, Customer Acquisition Management, Customer experience improvement, Personalized Campaigns, Customer Engagement
Beginner · Course · 3 - 6 Months

Coursera
Skills you'll gain: Figma (Design Software), Prototyping, Collaborative Software, Graphical Tools, Design, Digital Design, Design Elements And Principles, Design Software, Graphic Design, UI Components, User Interface (UI) Design, Typography, File Management, User Accounts, Application Design, Instructional Design, Systems Design
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Agentic systems, Fine-tuning, Agentic Workflows, AI Workflows, CrewAI, Embeddings, Model Optimization, Model Context Protocol, Software Installation
Intermediate · Course · 3 - 6 Months

Microsoft
Skills you'll gain: Git (Version Control System), React.js, Version Control, GitHub, Debugging, Software Development Tools, Node.JS, Development Environment, Collaborative Software, Program Development, Development Testing, Software Testing, Software Versioning, Unit Testing, Maintainability, Application Deployment, Build Tools, Server Side, Scripting, Javascript
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Recurrent Neural Networks (RNNs), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Model Training, Artificial Intelligence, Data Preprocessing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Animations, 3D Modeling, 3D Assets, Graphical Tools, Computer Graphic Techniques, Computer Graphics
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Product Roadmaps, Workflow Management, Agile Methodology, Agile Project Management, Agile Product Development, Product Management, Product Planning, Technology Roadmaps, Performance Metric, Business Priorities, Collaborative Software, Product Strategy, Project Design, Team Management, Business Metrics
Intermediate · Guided Project · Less Than 2 Hours