In this course, you’ll start with a review of the mechanisms behind anthropogenic climate change and its impact on global temperatures and weather patterns. You will work through two case studies, one using time series analysis for wind power forecasting and another using computer vision for biodiversity monitoring. Both case studies are examples of where AI techniques can be … [Read more...] about AI and Climate Change
Machine Learning
Knowledge Graphs for RAG
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
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
