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: Milestones (Project Management), Goal Setting, Timelines, Project Management Software, Delegation Skills, Project Planning, Project Coordination, Databases, Project Management, Coordinating, Collaborative Software, Team Building, Prioritization
Beginner · Guided Project · Less Than 2 Hours

National Taiwan University
Skills you'll gain: Feature Engineering, Machine Learning Algorithms, Random Forest Algorithm, Supervised Learning, Machine Learning, Decision Tree Learning, Deep Learning, Classification Algorithms, Model Evaluation, Artificial Neural Networks, Dimensionality Reduction, Embeddings, Logistic Regression, Regression Analysis
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Slack (Software), Productivity Software, Collaborative Software, Internal Communications, Organizational Skills, Business Communication, Team Management, Communication Strategies, Resource Management
Beginner · Guided Project · Less Than 2 Hours

Anthropic
Skills you'll gain: Model Context Protocol, Anthropic Claude, AI Workflows, Tool Calling, Program Development, Systems Architecture, Servers, Debugging, JSON, Development Environment, Document Management
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Delegation Skills, Lifelong Learning, Leadership, Digital Transformation, Team Leadership, Team Management, Business Transformation, Leadership Development, Business Leadership, Telecommuting, Constructive Feedback, Organizational Leadership, Drive Engagement, Innovation, Professional Development, Strategic Leadership, Storytelling, Adaptability, Team Motivation, Strategic Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Instagram, Social Media Campaigns, Social Media Marketing, Marketing Budgets, Social Media Content, Social Media, Marketing Materials, Content Creation, Graphic and Visual Design Software, Marketing, Data Visualization
Beginner · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: Jupyter, Microservices, AWS SageMaker, Cloud Engineering, Command-Line Interface, Data Pipelines, CI/CD, Package and Software Management, Containerization, Applied Machine Learning, Python Programming, Test Automation, Algorithms
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Cleansing
Beginner · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Innovation, Strategic Thinking, Systems Thinking, Technology Strategies, Digital Transformation, Case Studies, Business Modeling, Business Transformation, Scalability, Social Impact, Market Opportunities, Timelines, Market Dynamics
Beginner · Course · 1 - 4 Weeks

Michigan State University
Skills you'll gain: Color Theory, Adobe Illustrator, Digital Design, Creativity, Image Quality, Design
Beginner · Course · 1 - 3 Months

Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Evaluation, Responsible AI, Large Language Modeling, Model Deployment, Generative AI, Generative Adversarial Networks (GANs), Application Deployment, Application Development, Technical Management, OpenAI API, Data Ethics, AI Enablement, Trend Analysis, Real Time Data, Business Strategy, Python Programming
Intermediate · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Computer Vision, Image Analysis, Computer Graphics, Convolutional Neural Networks, Computer Science, Visualization (Computer Graphics), Artificial Intelligence, Data Ethics, Deep Learning, Machine Learning Methods, Applied Machine Learning, Responsible AI, Data Processing, Linear Algebra, Microsoft Excel, Digital Signal Processing, Data Transformation
Build toward a degree
Beginner · Course · 1 - 4 Weeks