Knowledge graphs are used in development to structure complex data relationships, drive intelligent search functionality, and build powerful AI applications that can reason over different data types. Knowledge graphs can connect data from both structured and unstructured sources (databases, documents, etc.), providing an intuitive and flexible way to model complex, real-world … [Read more...] about Knowledge Graphs for RAG
Machine Learning
Basics of Chatbots with Machine Learning & Python
This course offers a thorough exploration of chatbots and their development using machine learning and Python. You’ll start with an introduction to chatbots, including their history and various applications across industries. The course then delves into the distinctions between chatbots, virtual assistants, and personal assistants, providing a comprehensive overview of their … [Read more...] about Basics of Chatbots with Machine Learning & Python
Generative AI and Model Selection
Dive into the world of generative AI and learn how to select the right model for your needs in this practical course. You'll gain a solid understanding of how generative AI models work and compare deployment options like web APIs, hosted solutions, and local installations. By the end of this course, you will be able to: • Describe the basic architecture of generative AI models … [Read more...] about Generative AI and Model Selection
AI Agents in Java with Generative AI
AI Agents Are the Next Leap in Software. Learn to Build Them in Java. AI agents aren’t passive tools. They think, act, and solve problems—without waiting for instructions. That’s the future of software. And in this course, you’ll learn how to build it. Frameworks come and go. Principles last. This course cuts through the noise to teach you how AI agents really work—using … [Read more...] about AI Agents in Java with Generative AI
Introduction to Machine Learning: Art of the Possible
The Introduction to Machine Learning: Art of the Possible course provides best practices and recommendations for machine learning (ML) competency and a roadmap for integrating ML into your business processes. This course focuses on business leaders and other decision makers currently or potentially involved in ML projects. … [Read more...] about Introduction to Machine Learning: Art of the Possible
