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From the Publisher
How did you make sure your book stays relevant and useful for readers as the field continues to evolve?
We’ve focused on the foundational generative AI principles that underpin large language models, which are essential for understanding this disruptive technology as it evolves. We’ve also included practical applications and development trends to help readers adapt to new tools and methods. Moreover, we've highlighted the ethical considerations and responsible AI practices to ensure readers can navigate the evolving AI landscape. Emphasizing core concepts, practical skills, and ethical frameworks, this book is designed to be a lasting resource in the dynamic field of AI and LLMs.
How does this book's approach differ from other books in the generative AI domain?
This book stands out in this domain by offering a hands-on, application-driven journey through the world of LLMs. It combines theoretical insights with practical tasks, allowing readers to not only understand LLMs but also apply them effectively and build powerful applications in an ethical and responsible manner. This approach empowers them to stay at the forefront of generative AI innovation and application.
Practical use cases
Vacation planner
Movie recommendation system
Copilot for structured databases
Multimodal social media post generator
With this book, you can...
Take a look under the hood of LLMs
Take a deep dive into the inner workings of LLMs, which will give you foundational knowledge of their core components.
Visualize complex concepts more easily
Understand key LLM concepts effortlessly with a comprehensive set of detailed illustrations.
Reinforce learning with practical examples
Bridge the gap between theory and practice with the help of step-by-step instructions and real-world examples and use cases.
Master prompt engineering techniques
Learn advanced prompt engineering techniques to customize and fine-tune your LLMs to get the best possible results.