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: A/B Testing, Key Performance Indicators (KPIs), Data-Driven Marketing, Dashboard Creation, Email Marketing, Business Metrics, Performance Metric, Performance Measurement, Dashboard, Performance Reporting, Marketing Analytics, Business Reporting, Report Writing, Content Performance Analysis, Web Analytics, Campaign Management, Google Sheets, Microsoft Excel, Data Visualization, Stakeholder Analysis
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Predictive Modeling, Model Evaluation, Predictive Analytics, Classification And Regression Tree (CART), Statistical Modeling, Risk Modeling, Decision Tree Learning, Data Analysis, R Programming, Model Training, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Data Validation, Exploratory Data Analysis, Decision Intelligence, Data Persistence, Data Wrangling, Data Preprocessing
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Cross-Functional Collaboration, IT Management, Information Technology, Collaborative Software, Accountability, Team Oriented, Communication, Virtual Teams, User Feedback, Drive Engagement, Shared Media, Editing, Stakeholder Engagement, Digital Communications, Peer Review, Business Strategies, Content Strategy, Business Acumen
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Feature Engineering, Google Cloud Platform, Model Training, AI Workflows, Data Store, Data Processing, Data Modeling, Data Management, Data Quality, Data Storage
Intermediate · Course · 1 - 4 Weeks

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

Coursera
Skills you'll gain: Collaborative Software, Management Reporting, Performance Reporting, Content Performance Analysis, Audit Planning, Data Import/Export, Data Analysis, Analytical Skills, Trend Analysis, Stakeholder Analysis, Data Management, Data Integration, Digital Assets
Intermediate · 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

Google Cloud
Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Google Cloud Platform, Analytics, Data Visualization, Data Presentation, Data Analysis, Big Data, Dashboard Creation, Data Transformation, Data Cleansing, Cloud Storage, Data Warehousing, Data Storage, SQL, Data Sharing
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Deployment, Google Cloud Platform, Serverless Computing, Cloud Deployment, Generative AI, AI Enablement, Data Storage, Application Deployment, AI Integrations, Cloud Applications, Cloud Services, Model Optimization, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Scripting Languages
Intermediate · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Firewall, Algorithms, Data Integrity
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Amazon Redshift, Query Languages, Google Cloud Platform, Identity and Access Management, Data Warehousing, Data Import/Export, SQL, Data Infrastructure, Role-Based Access Control (RBAC), Database Administration, Database Design, Data Access, Data Architecture, Data Integration, Data Mapping, Data Modeling, Database Architecture and Administration, Data Security
Intermediate · Course · 1 - 3 Months