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: Splunk, Role-Based Access Control (RBAC), Infrastructure Architecture, Data Infrastructure, Configuration Management, IT Infrastructure, Distributed Computing, Software Configuration Management, Security Information and Event Management (SIEM), System Configuration, Identity and Access Management, Systems Architecture, System Monitoring, Dataflow, Enterprise Application Management, Information Technology Operations, Data Management, Computer Hardware, Performance Tuning, Data Storage
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Predictive Analytics, Predictive Modeling, Feature Engineering, Regression Analysis, Analytics, Data Analysis, Data Preprocessing, Data Quality, Data Cleansing, Data Integrity, Model Training, Data Wrangling, Data Validation, Data Transformation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Slack (Software), Marketing Materials, Marketing Design, Collaborative Software, Shared Media, Multimedia, Content Creation, Graphic Design, Calendar Management, Content Marketing, User Accounts, Business Communication, Marketing Communications, Cloud-Based Integration, Team Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Apple iOS, iOS Development, Model View Controller, Software Architecture, Maintainability, Application Design, Mobile Development, Software Design, Software Design Patterns, UI Components, Application Frameworks, Scalability, Frontend Integration, Application Development, Frontend Performance, Test Data, Model Optimization, Performance Tuning, Data Modeling, Business Logic
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unity Engine, Augmented and Virtual Reality (AR/VR), Game Design, Augmented Reality, Video Game Development, Virtual Reality, Application Deployment, DevOps, CI/CD, Collaborative Software, Build Tools, Configuration Management, C# (Programming Language), Version Control
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Information Architecture, Collaborative Software, Content Management Systems, Scalability, Responsive Web Design, Web Analytics and SEO, Web Development Tools, Front-End Web Development, Web Development
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Workspace, Application Deployment, OAuth, Collaborative Software, Enterprise Application Management, AI Integrations, LLM Application, Configuration Management, Identity and Access Management, Data Integration, Authentications, Data Store, Data Access
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Vector Databases, AI Integrations, LangChain, Retrieval-Augmented Generation, Prompt Engineering, AI Orchestration
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Generative AI, Serverless Computing, Application Deployment, AI Integrations, Model Optimization, Applied Machine Learning, Cloud Services, Scalability, Performance Tuning
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Vector Databases, Image Analysis, Applied Machine Learning, Embeddings, Docker (Software), Data Import/Export, Containerization, Retrieval-Augmented Generation, Query Languages, Model Evaluation, Database Design, Data Modeling, Verification And Validation
Intermediate · Course · 1 - 4 Weeks

Microsoft
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Deployment, Cloud Deployment, Serverless Computing, Google Cloud Platform, Generative AI, Model Optimization, Application Deployment, AI Integrations, Containerization, Scalability
Beginner · Course · 1 - 4 Weeks