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: Tensorflow, Computer Vision, Model Evaluation, Convolutional Neural Networks, Deep Learning, Predictive Modeling, Amazon Elastic Compute Cloud, Transfer Learning, Cloud Deployment, Model Training, Amazon Web Services, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Fine-tuning, Model Deployment, Application Deployment, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization
Beginner · Specialization · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Business Modeling, Market Analysis, Competitive Analysis, Regulatory Compliance, Innovation, Regulatory Requirements, Market Opportunities, Healthcare Industry Knowledge, Entrepreneurship, Business Strategies, Law, Regulation, and Compliance, New Business Development, New Product Development, Product Development, Team Management, Business Planning, Team Leadership, Stakeholder Analysis, Team Building, Health Systems
Build toward a degree
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Report Writing, Operations Research, Research Reports, Applied Mathematics, Mathematical Modeling, Algorithms, Operational Analysis, Model Optimization, Business Modeling, Process Optimization, Project Design, Business Operations, Data Visualization, Complex Problem Solving, Decision Making, Performance Metric, Business Analytics
Advanced · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Emerging Technologies, Cloud Deployment, Cloud Computing, Cloud Services, Technology Strategies, Digital Marketing, Internet Of Things, Digital Transformation, Cybersecurity, Artificial Intelligence, Blockchain, Business Strategy, Data Security, Business Modeling, Artificial Intelligence and Machine Learning (AI/ML), Automation
Build toward a degree
Mixed · Course · 3 - 6 Months

AI Business School
Skills you'll gain: Prompt Engineering Tools, Generative AI Agents, Generative AI, Responsible AI, Risk Management, AI literacy, AI Enablement, Artificial Intelligence, LLM Application, Risk Analysis, Risk Mitigation, Customer experience improvement, Agentic systems, Digital Transformation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: 3D Assets, Computer Graphics, Visualization (Computer Graphics), AI powered creativity, Prompt Engineering, Computer Graphic Techniques, Post-Production, AI literacy, Graphical Tools, Virtual Environment, Content Management, Design Software, File Management, Model Optimization, Image Quality, Functional Design, Design Elements And Principles, Creative Design, Simulations
Intermediate · Specialization · 3 - 6 Months

Maven Analytics
Skills you'll gain: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Model Training, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Model Optimization, Classification Algorithms, Statistical Analysis, Data Science, Machine Learning Methods, Forecasting, Statistical Methods, Data Preprocessing, Data Mining, Machine Learning, Supervised Learning, Business Intelligence
Beginner · Course · 1 - 3 Months

Skills you'll gain: Canva (Software), Instagram, Social Media Content, Social Media Marketing, Social Media, Visual Storytelling, Animations, Graphical Tools, Content Creation, Facebook, Digital Design, Marketing, Design
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Robotics, Machine Controls, 3D Modeling, Simulation and Simulation Software, Simulations, Computer-Aided Design, Control Systems, Computer Vision, Python Programming, Software Visualization, Engineering, Software Engineering, C++ (Programming Language)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AWS Kinesis, Amazon DynamoDB, Amazon S3, Amazon Web Services, Data Pipelines, AWS SageMaker, Real Time Data, Amazon CloudWatch, AWS Identity and Access Management (IAM), Data Visualization, Cloud Storage, Data Presentation, Apache Spark, Dashboard, Apache Hive, Interactive Data Visualization, Apache Hadoop, Data Visualization Software, Database Development, Data Processing
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Experience Design, Design Thinking, User Experience, UI/UX Research, Customer experience improvement, Business Intelligence, Journey Mapping, User Interface (UI) Design, User Research, Customer Analysis, Collaborative Software
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Data Ethics, Large Language Modeling, Artificial Intelligence, AI literacy, Machine Learning, Artificial Neural Networks, Deep Learning, Model Training
Beginner · Course · 1 - 3 Months