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.

Simplilearn
Skills you'll gain: Terraform, Infrastructure as Code (IaC), Security Controls, AWS CloudFormation, Cloud Security, Cloud Infrastructure, Cloud Management, Multi-Cloud, Private Cloud, Power Platform CLI, Collaborative Software, Configuration Management, Command-Line Interface, Data Security, vCenter Server Management, Version Control, Data Migration, Resource Management, Mitigation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Trend Analysis, Market Data, Market Share, Market Trend, Market Opportunities, Forecasting, Market Analysis, Competitive Analysis, Market Research, Market Intelligence, Go To Market Strategy, Time Series Analysis and Forecasting, Growth Strategies, Data Analysis, Data Visualization, Data-Driven Decision-Making, Data Presentation, Data Storytelling, Quantitative Research, Descriptive Analytics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Continuous Deployment, Application Performance Management, Continuous Integration, Google App Engine, Model Training, Site Reliability Engineering
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Deepseek, DeepSeek API, OpenAI, Model Deployment, AI Integrations, Responsible AI, LLM Application, Generative Model Architectures, AI literacy, Competitive Analysis, Strategic Planning, Application Deployment, Data Ethics, Model Evaluation, Case Studies, Cost Benefit Analysis, Automation, Integration Testing, Process Optimization, Program Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Jira (Software), Responsible AI, Prompt Engineering, Prompt Patterns, Data Ethics, AI Workflows, Model Evaluation, AI Integrations, AI Enablement, Generative AI, Workflow Management, Automation, Process Improvement and Optimization, Process Optimization, Performance Metric, Software Documentation, Debugging, No-Code Development, Technical Documentation, Risk Control
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Request For Quotation (RFQ), Data-Driven Decision-Making, Procurement, Spreadsheet Software, Purchasing, Strategic Sourcing, Cost Control, Cost Accounting, Cost Management, Cost Benefit Analysis, Cost Estimation, Bidding, Price Negotiation, Supplier Management, Operating Cost, Data Visualization, Decision Making, Compliance Management, Smart Goals, Customer Success Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Animation and Game Design, Game Design, Video Game Development, Interactive Design, Animations, Event-Driven Programming, Debugging, User Interface (UI) Design, UI Components, Code Reusability, Program Development, Python Programming, Development Environment, Functional Design
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Data Mining, Advanced Analytics, Statistical Modeling, Risk Modeling, R (Software), R Programming, Data Preprocessing, Data Cleansing, Transaction Processing, Unsupervised Learning, Model Training, Model Optimization, Machine Learning
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Vector Databases, Large Language Modeling, LangChain, Embeddings, Databases, OpenAI API, Data Management, Development Environment, Data Analysis
Intermediate · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Run Chart, Data Collection, Pareto Chart, Health Care Administration, Clinical Leadership, Data Analysis, Quality Improvement, Continuous Quality Improvement (CQI), Data-Driven Decision-Making, Healthcare Project Management, Statistical Visualization, Exploratory Data Analysis, Statistical Analysis, Scatter Plots, Epidemiology, Health Care, Data Visualization, Data Literacy, Decision Making, Healthcare Ethics
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Credit Risk, Risk Modeling, Portfolio Risk, Securities (Finance), Risk Management, Risk Management Framework, Risk Analysis, Derivatives, Risk Mitigation, Financial Modeling, Portfolio Management, Banking, Finance, Statistical Methods, Analytics, Design
Mixed · Course · 1 - 3 Months

Edureka
Skills you'll gain: Zero Trust Network Access, Identity and Access Management, Multi-Factor Authentication, Role-Based Access Control (RBAC), Security Controls, NIST 800-53, Network Architecture, Open Web Application Security Project (OWASP), Cyber Security Policies, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Cyber Threat Intelligence, Network Planning And Design, Cloud Computing, Security Strategy, Cyber Operations, Network Monitoring, Public Key Infrastructure, Hybrid Cloud Computing, Virtual Private Networks (VPN), Linux
Beginner · Course · 1 - 3 Months