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: Microsoft Intune (Mobile Device Management Software), Apple iOS, Application Deployment, Mobile Security, Azure Active Directory, Mac OS, Endpoint Security, Enterprise Application Management, Mobile Development Tools, Identity and Access Management, System Configuration, Configuration Management
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
Beginner · Specialization · 3 - 6 Months

Packt
Skills you'll gain: Project Implementation, Team Building, Milestones (Project Management), Project Closure
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Public Health, Epidemiology, Health Policy, Health Care, Community Health, Health Disparities, Research, Health Informatics, Community Outreach, Research Methodologies, Cultural Sensitivity
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Generative AI, Project Risk Management, Risk Management, Operational Risk, Data-Driven Decision-Making, Data Integration, Decision Support Systems, AI Security, Anomaly Detection, Automation
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: Anomaly Detection, Fraud detection, Data Visualization, Generative AI, Risk Management, ChatGPT, Compliance Management, Unsupervised Learning, Test Data, Prompt Engineering, Data Pipelines, Automation, Predictive Analytics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Data Preprocessing, Feature Engineering, AI Personalization, Applied Machine Learning, Data Science, Machine Learning, Scalability, Data Manipulation, Python Programming, Data Transformation, Pandas (Python Package), Predictive Analytics, Machine Learning Methods, Predictive Modeling, Text Mining, Development Environment, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, NumPy
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Web Development, Web Servers, Command-Line Interface, Software Design Patterns, Data Validation
Intermediate · Course · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Tableau Software, Presentations, Interactive Data Visualization, Verbal Communication Skills, Data Analysis, Pivot Tables And Charts, Scatter Plots, Stakeholder Communications, Spatial Analysis, Trend Analysis
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Plot (Graphics), Statistical Methods, Data Analysis, Unsupervised Learning, Spatial Data Analysis, Dimensionality Reduction, Graphical Tools, Color Theory, Analytics
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Looker (Software), Dashboard, Data Manipulation, Data Visualization, Data Analysis Expressions (DAX), Exploratory Data Analysis, Data Management, Google Cloud Platform, Network Analysis
Beginner · Project · Less Than 2 Hours

Technical University of Munich (TUM)
Skills you'll gain: Sustainable Technologies, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Climate Change Mitigation, Environmental Resource Management, Sustainability Reporting, Engineering Software, Information Technology, Artificial Intelligence, Computing Platforms, Emerging Technologies
Intermediate · Course · 1 - 3 Months