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: Responsible AI, Code Review, AI Security, Software Development Tools, Software Documentation, Collaborative Software, DevOps, AI Workflows, Generative AI Agents, Maintainability, Integrated Development Environments, CI/CD, Generative AI, Test Automation, Software Development, Software Technical Review, Software Architecture, Software Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphics, Animation and Game Design, Video Game Development, Computer Graphic Techniques, Graphics Software, Graphical Tools
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Cloud Solutions, Cloud Hosting, Cloud Deployment, Public Cloud, Cloud Computing Architecture, Cloud Management, Cloud Storage, Cost Management, Risk Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Network Protocols, Collaborative Software, Dynamic Host Configuration Protocol (DHCP), Session Initiation Protocols, Network Routing, System Configuration, Telecommunications, Configuration Management, Network Performance Management, Endpoint Security, Cloud Management, Communication Systems, Digital Communications, User Provisioning, Software Installation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Slack (Software), Internal Communications, Organizational Structure, Strategic Communication, Stakeholder Communications, Technical Communication, Stakeholder Engagement, Organizational Effectiveness, Collaborative Software, Team Management
Beginner · Guided Project · Less Than 2 Hours
Skills you'll gain: Responsible AI, Loan Origination, Consumer Lending, Commercial Lending, Loan Documentation, Workflow Management, Generative AI, Regulatory Compliance, AI Enablement, Customer Communications Management, Credit Risk, Financial Services, Business Process Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours
Skills you'll gain: Collaboration, Collaborative Software, Adobe InDesign, Design Reviews, Version Control, Style Guides, User Feedback, Peer Review, Editing, Layout Design, Document Management, File Management, Branding
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Dashboard, Azure Synapse Analytics, Microsoft Azure, Data Storage Technologies, Microsoft SQL Servers, Data Storage, Cloud Engineering, Data Architecture, Data Infrastructure, Performance Tuning, Query Languages, Database Design, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Process Optimization, Data Modeling, System Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Chart.js, Responsive Web Design, Bootstrap (Front-End Framework), UI Components, Dashboard, HTML and CSS, Data Visualization, Web Design, Web Applications, User Interface (UI), Web Development
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Work Breakdown Structure, Calendar Management, Project Schedules, Project Management, Project Management Software, Project Planning, Timelines, Scheduling, Milestones (Project Management), Dependency Analysis, Data Visualization
Beginner · Course · 1 - 3 Months