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: Slack (Software), Collaborative Software, Project Management Software, Workflow Management, Project Coordination, Project Management, Microsoft Teams, Google Workspace, Productivity Software, Project Planning, Automation
Beginner · Guided Project · Less Than 2 Hours
STARWEAVER
Skills you'll gain: Generative AI Agents, Data Ethics, Large Language Modeling, Cybersecurity, Artificial Intelligence, Cyber Security Assessment, Technology Strategies, Risk Mitigation, Automation
Intermediate · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: No-Code Development, Digital Transformation, Computing Platforms, Product Management, Middleware, System Implementation, Systems Integration, Business Transformation, Technology Solutions, Cost Management, Business Process, Project Management, Team Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Oracle Databases, Performance Tuning, Application Performance Management, System Monitoring, Database Management, SQL, Database Software, Event Monitoring, Database Architecture and Administration, Software Installation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Analytics, Data Analysis Software, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Analysis, Statistics, Probability & Statistics, Data-Driven Decision-Making, Case Studies
Mixed · Course · 1 - 3 Months

Skills you'll gain: Dashboard Creation, Kibana, Dashboard, Interactive Data Visualization, Data Presentation, Data Visualization, Web Analytics, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Business Intelligence, Data Wrangling, Data Analysis Software, Analysis, Business Analysis, Data Import/Export, Project Implementation, Business Software, Communication
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Visualization, Jupyter, Interactive Data Visualization, Scatter Plots, Histogram, Box Plots, Descriptive Statistics, Data Presentation, Animations, Python Programming
Intermediate · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Entrepreneurship, Growth Strategies, Entrepreneurial Finance, Business Planning, Product Planning, Cost Management, Product Development, New Product Development, Business Development, Value Propositions, Investments, Presentations, Customer Acquisition Management, Fundraising, Revenue Forecasting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Canva (Software), Graphic Design, Design, Graphical Tools, Graphic and Visual Design, Creative Design, Marketing Design, Color Matching, Branding, Marketing Collateral, Marketing Materials
Beginner · Guided Project · Less Than 2 Hours

Universitat Autònoma de Barcelona
Skills you'll gain: Collaborative Software, digital literacy, Content Creation, Digital Communications, Information Management, Content Management, Web Content, Data Sharing, Web Applications, Personally Identifiable Information, Databases, Web Presence, Digital Transformation, Information Privacy
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Prompt Patterns, Token Optimization, Memory Management, Context Management, Document Management, Embeddings, User Interface (UI), Vector Databases, Debugging
Advanced · Course · 1 - 3 Months

Pearson
Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Fine-tuning, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Prompt Engineering, Model Training, Image Quality
Intermediate · Specialization · 1 - 4 Weeks