The 100 Series Kamino serves as the foundation for the Kamino series. It provides a comprehensive overview of the data science lifecycle, covering data ingest, data wrangling, visualization, machine learning, text analysis, and storytelling. The concepts and applications of data science are demonstrated through narratives and real-life examples. Kamino is designed for anyone, regardless of data science knowledge or background.

This learning path guides you through a curated collection of content on generative AI products and technologies, from the fundamentals of Large Language Models to how to create and deploy generative AI solutions on Google Cloud. - Define Generative AI; - Explain how Generative AI works; - Describe Generative AI Model Types; and - Describe Generative AI Applications.

By taking this course, you'll learn to: - Deeply understand generative AI, describing the key steps in a typical LLM-based generative AI lifecycle, from data gathering and model selection, to performance evaluation and deployment - Describe in detail the transformer architecture that powers LLMs, how they’re trained, and how fine-tuning enables LLMs to be adapted to a variety of specific use cases - Use empirical scaling laws to optimize the model's objective function across dataset size, compute budget, and inference requirements - Apply state-of-the art training, tuning, inference, tools, and deployment methods to maximize the performance of models within the specific constraints of your project - Discuss the challenges and opportunities that generative AI creates for businesses after hearing stories from industry researchers and practitioners

AI is reshaping what is possible in learning design. This course helps you integrate AI into your creative process without sacrificing what makes your work valuable: empathy, insight, and human judgment. Developed by UNITAR's Learning Solutions Team, practitioners blending behavioural science, instructional design, strategic foresight, and ethical AI, it's a practical, human-centred learning experience built for real-world impact.