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.

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, Data Visualization Software, Statistical Software, Data Presentation, Analytics, R (Software), Histogram, Quantitative Research
Beginner · Course · 1 - 4 Weeks

Whizlabs
Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, Large Language Modeling, Responsible AI, Generative AI, Generative Model Architectures, Generative AI Agents, Embeddings, Vector Databases, LLM Application, AI Enablement, AI Integrations, Enterprise Architecture, Governance, Model Deployment, Fine-tuning, Model Evaluation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Project Finance, Financial Modeling, Risk Analysis, Loans, Commercial Lending, Financial Analysis, Financial Data, Finance, Excel Formulas, Project Risk Management, Risk Mitigation, Cost Benefit Analysis, Financial Management, Risk Management, Microsoft Excel, Cash Flows
Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: Object Oriented Design, Rust (Programming Language), Object Oriented Programming (OOP), Software Design Patterns, Code Reusability, API Design, Theoretical Computer Science, Python Programming, Verification And Validation, System Programming, Secure Coding, Performance Tuning, Performance Testing, Algorithms, Memory Management
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Data Ethics, Responsible AI, Ethical Standards And Conduct, Technical Communication, Artificial Intelligence, Stakeholder Communications, Model Evaluation, Data Preprocessing, People Analytics, Performance Analysis, Decision Support Systems, Statistical Hypothesis Testing, Regulatory Requirements
Intermediate · Course · 1 - 4 Weeks

STARWEAVER
Skills you'll gain: Cloud Security, Cloud Services, Cloud Standards, Cloud Computing Architecture, Cloud Computing, Infrastructure Security, Cloud Infrastructure, Cloud Platforms, AWS Identity and Access Management (IAM), Incident Response, Hardening, Public Cloud, Infrastructure As A Service (IaaS), Cloud-Native Computing, ISO/IEC 27001, Virtual Machines, Identity and Access Management, Security Controls, Cloud Applications, Platform As A Service (PaaS)
Intermediate · Course · 1 - 3 Months

Cisco Learning and Certifications
Skills you'll gain: Network Monitoring, Network Troubleshooting, Dynamic Host Configuration Protocol (DHCP), Wide Area Networks, Network Performance Management, Network Administration, System Configuration, System Monitoring, Network Protocols, Network Planning And Design, Telecommunications, Application Deployment, Network Routing, Communication Systems, Scalability
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Surveys, Market Research, Survey Creation, Data Synthesis, Business Research, Data-Driven Decision-Making, Research Reports, Customer Insights, Research Methodologies, User Feedback, Consumer Behaviour, Data Literacy, Data Storytelling, Research Design, Data Presentation, Product Strategy, Product Improvement, Data Analysis, Data Collection, Data Visualization
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Workspace, Gmail, Google Gemini, Gemini, Mobile Security, Scripting, Service Management, Document Management, Enterprise Application Management, System Configuration, Application Deployment, IT Automation, Automation, IT Service Management, Data Storage Technologies, Collaborative Software, Data Maintenance, Record Keeping, Email Security, Data Import/Export
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apple iOS, iOS Development, Apple Xcode, Application Deployment, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Knowledge of Apple Software, Machine Learning Software, Image Analysis, Real Time Data, Mobile Development, User Interface (UI) Design, Model Deployment, User Interface and User Experience (UI/UX) Design, Model Training, Predictive Modeling, UI Components, Computer Vision, Natural Language Processing, Classification Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Development, Large Language Modeling, Model Training, AI Integrations, AI Workflows, Cloud Services, Applied Machine Learning, Computer Vision, MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Solutions, LLM Application, Generative AI, Natural Language Processing, Document Management, Data Integration, Application Deployment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Prompt Patterns, Generative AI, Generative Model Architectures, OpenAI API, AI Integrations, LLM Application, Prompt Engineering, ChatGPT, Cloud Solutions, AI Security, Cloud Development, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Artificial Intelligence, Token Optimization, Data Pipelines, Deep Learning
Beginner · Course · 1 - 3 Months