Data Science Solutions on Azure, 2nd Edition
eBook Details:
- Paperback: 302 pages
- Publisher: WOW! eBook (December 3, 2024)
- Language: English
- ISBN-10: 8868809132
- ISBN-13: 978-8868809132
eBook Description:
Data Science Solutions on Azure, 2nd Edition: The Rise of Generative AI and Applied AI
This revamped and updated Data Science Solutions on Azure, 2nd Edition book focuses on the latest in AI technology-Generative AI. It builds on the first edition by moving away from traditional data science into the area of applied AI using the latest breakthroughs in Generative AI.
Based on real-world projects, this edition takes a deep look into new concepts and approaches such as Prompt Engineering, testing and grounding of Large Language Models, fine tuning, and implementing new solution architectures such as Retrieval Augmented Generation (RAG). You will learn about new embedded AI technologies in Search, such as Semantic and Vector Search.
Written with a view on how to implement Generative AI in software, this Data Science Solutions on Azure, 2nd Edition book contains examples and sample code.
What’s New in this Book
- Provides new concepts, tools, and technologies such as Large and Small Language Models, Semantic Kernel, and Automatic Function Calling
- Takes a deeper dive into using Azure AI Studio for RAG and Prompt Engineering design
- Includes new and updated case studies for Azure OpenAI
- Teaches about Copilots, plugins, and agents
In addition to traditional Data Science experimentation in Azure Machine Learning (AML) that was covered in the first edition, the authors cover new tools such as Azure AI Studio, specifically for testing and experimentation with Generative AI models.