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.

Board Infinity
Skills you'll gain: Backlogs, Agile Product Development, Product Roadmaps, Stakeholder Communications, Release Management, Stakeholder Engagement, Agile Project Management, User Story, Stakeholder Management, Initiative and Leadership, Agile Methodology, Innovation, Continuous Deployment, CI/CD, Collaborative Software, Business Planning, Timelines, Product Development, Prioritization, Scope Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AWS SageMaker, Exploratory Data Analysis, Feature Engineering, Dashboard Creation, Interactive Data Visualization, Data Presentation, Model Evaluation, Data Visualization, Data Pipelines, Project Documentation, Solution Delivery, Data Storytelling, Amazon Web Services, Data Analysis, Technical Documentation, Business Intelligence, Cloud Infrastructure, Technical Communication, Automation, Project Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Sprint Retrospectives, Collaborative Software, Continuous Improvement Process, Stakeholder Engagement, Process Improvement, Process Mapping, Project Documentation, Discussion Facilitation, Meeting Facilitation, Project Management, Stakeholder Analysis, Agile Software Development
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, Credit Risk, Financial Analysis, Risk Modeling, Financial Modeling, Portfolio Risk, Financial Acumen, Lending and Underwriting, Portfolio Management, Real Estate, Property and Real Estate, Commercial Lending, Financial Data, Equities, Project Finance, Analysis, Risk Analysis, Finance
Beginner · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Amazon Bedrock, Agentic Workflows, Serverless Computing, Responsible AI, Agentic systems, AI Workflows, Generative AI Agents, Amazon Web Services, AI Security, Cloud Deployment, Customer Relationship Management, Security Controls
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Cloud Computing Architecture, Cloud Solutions, Hybrid Cloud Computing, Cloud Infrastructure, Multi-Cloud, Cloud Computing, Solution Architecture, Infrastructure as Code (IaC), Cloud Deployment, Cloud Platforms, Cloud-Native Computing, Network Architecture, Containerization, Cloud Services, Software Architecture, CI/CD, Systems Architecture, Network Planning And Design, Network Routing, Disaster Recovery
Intermediate · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Agentic systems, Retrieval-Augmented Generation, Vector Databases, Agentic Workflows, Generative AI Agents, MongoDB, Model Context Protocol, Scalability, Embeddings, AI Workflows, Node.JS, PostgreSQL, Data Integration, Database Management, API Design, Data Transformation, Data Structures, Data Storage
Advanced · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Prompt Engineering, Prompt Patterns, Context Engineering, Token Optimization, Data Ethics, Fine-tuning, Large Language Modeling
Mixed · Course · 1 - 4 Weeks

PepsiCo
Skills you'll gain: Water Sustainability, Water Resource Management, Water Resources, Hydrology, Water Quality, Corporate Sustainability, Stakeholder Engagement, Natural Resource Management, Environment and Resource Management, Stakeholder Management, Supply Chain Management, Public Works, Economic Development
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Customer Analysis, Customer Retention, Predictive Analytics, Customer Insights, Data-Driven Decision-Making, Customer Data Management, Predictive Modeling, Marketing Strategies, Customer Acquisition Management, Customer experience improvement, Personalized Campaigns, Customer Engagement
Beginner · Course · 3 - 6 Months

Logical Operations
Skills you'll gain: Presentations, Microsoft PowerPoint, Editing, Microsoft 365, Proofreading, Productivity Software, Diagram Design, Graphics Software, Multimedia, Graphic and Visual Design, Data Visualization, User Interface (UI)
Mixed · Course · 1 - 3 Months

Skills you'll gain: Matplotlib, Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization, Plot (Graphics), Scientific Visualization, Statistical Visualization, Data Visualization Software, Box Plots, Storytelling, Image Quality, Python Programming, Design, Software Installation
Mixed · Course · 1 - 4 Weeks