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.

Google Cloud
Skills you'll gain: Google Cloud Platform, Metadata Management
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Computer Vision, Data Preprocessing, Deep Learning, Artificial Neural Networks, Embeddings, Model Deployment, Application Deployment, Model Training, Classification Algorithms, Supervised Learning, Model Evaluation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: IT Security Architecture, Endpoint Security, Zero Trust Network Access, Application Security, Security Strategy, Hardening, Microsoft Servers, Data Security, Security Management, Vulnerability Scanning, Patch Management
Advanced · Course · 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Workforce Development, Production Process, Digital Transformation, Automation, Social Sciences, Socioeconomics, Organizational Development, Organizational Change, Trend Analysis, World History, Emerging Technologies, Storytelling, Demography, Economics
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Market Share, Market Analysis, Data Visualization, Competitive Analysis, Data Presentation, Market Intelligence, Market Data, Market Research, Competitive Intelligence, Data Storytelling, Market Opportunities, Data-Driven Decision-Making, Strategic Thinking, Strategic Decision-Making, Risk Management Framework, Regulatory Compliance, Trend Analysis, Business Risk Management, Risk Analysis, Due Diligence
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Cleansing, Data Quality, Clinical Data Management, Health Informatics, Patient Safety, Data Wrangling, Data Transformation, Data Preprocessing, Exploratory Data Analysis, Data-Driven Decision-Making, Descriptive Statistics, Analysis, Statistical Analysis, Statistical Methods, Data Visualization, Microsoft Excel, Anomaly Detection
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Database Design, Database Development, Relational Databases, Database Theory, Database Architecture and Administration, Data Integrity, Databases, Data Modeling, Cloud Computing Architecture, Data Maintenance, Data Management, Conceptual Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Configuration Management, Command-Line Interface, Change Control, Software Installation
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Training, Model Optimization, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Application Lifecycle Management, Azure DevOps Pipelines, DevSecOps, Azure DevOps, DevOps, Continuous Delivery, Devops Tools, Software Quality Assurance, Release Management, Software Quality (SQA/SQC), CI/CD, Git (Version Control System), Verification And Validation, Continuous Integration, GitHub, Software Testing, Security Controls, Collaborative Software, Development Environment, Continuous Deployment
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Sampling (Statistics), Data Literacy, Statistical Visualization, Data Visualization, Data Analysis, Descriptive Statistics, Box Plots, Statistics, Plot (Graphics), Statistical Methods, Data Analysis Software, Statistical Analysis, Probability & Statistics, Statistical Programming, Data Visualization Software, Business Analytics, Statistical Software, Data Presentation, Exploratory Data Analysis, Analytics
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Adaptability, Organizational Leadership, Initiative and Leadership, People Development, Culture Transformation, Strategic Decision-Making, Strategic Leadership, Enterprise Modeling, Enterprise Architecture, Change Management, Communication Strategies
Beginner · Course · 1 - 3 Months