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.

Johns Hopkins University
Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning
Intermediate · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: MLOps (Machine Learning Operations), Databricks, Apache Spark, Model Evaluation, Hugging Face, Data Architecture, Recurrent Neural Networks (RNNs), LLM Application, Data Science, Data Mining, Mathematical Modeling, Scala Programming, Continuous Monitoring, Rust (Programming Language), Lean Six Sigma, Statistical Inference, Artificial Intelligence, Functional Testing, Exploratory Data Analysis, Programming Principles
Intermediate · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Global Marketing, Cultural Sensitivity, Customer Engagement, Revenue Management, Customer experience improvement, Augmented and Virtual Reality (AR/VR), Marketing Strategy and Techniques, Personalized Service, Brand Management, Price Negotiation, Customer Relationship Management, Business Modeling, Innovation, Content Strategy, User Experience Design, Digital Transformation, Data-Driven Decision-Making, Business Management, Artificial Intelligence, Metadata Management
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Microsoft Power Platform, Power Platform Architecture & Technical Design, Power Apps Component Framework, Power Platform CLI, Microsoft Development Tools, Microsoft Power Automate/Flow, Development Environment, Power BI, Data Modeling, Technical Design, Solution Architecture, Business Logic, No-Code Development, Data Architecture, Cloud Development, Application Development, Authorization (Computing), Solution Design, Security Strategy
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Security, Oracle Cloud, Identity and Access Management, IT Security Architecture, Oracle Databases, Encryption, Cloud Management, Infrastructure Security, Network Security, Data Security, Continuous Monitoring, Security Controls, Cloud Infrastructure, Cloud Standards, Security Strategy, Computer Security, Threat Detection
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Presentation, Data Visualization, Plot (Graphics), Statistical Visualization, Data-Driven Decision-Making, Dashboard Creation, Data Ethics, R (Software), Data Science, Data Governance, Advanced Analytics
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Visualization, Google Sheets, Data Visualization Software, Data Presentation, Pivot Tables And Charts, Spreadsheet Software, Google Workspace
Advanced · Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Artificial Neural Networks, Algorithms
Intermediate · Course · 1 - 4 Weeks

Whizlabs
Skills you'll gain: Microsoft 365, Microsoft Office, Microsoft Teams, Productivity Software, Cloud Deployment, Cloud Computing, Azure Active Directory, Cloud Services, Threat Management, Identity and Access Management, Collaborative Software, Threat Detection, Law, Regulation, and Compliance, Cloud Management, Regulatory Compliance, Software As A Service, Cloud Security, Microsoft Copilot, Compliance Management, Governance
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science
Beginner · Course · 1 - 4 Weeks

Skillshare
Skills you'll gain: Graphic and Visual Design, Graphic Design, Layout Design, Design, Design Elements And Principles, Storytelling, Digital Design, Visual Storytelling
Beginner · Course · 1 - 4 Weeks