Data Science Solutions on Azure, 2E by Julian Soh (.PDF)

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File Size: 18.9 MB

Data Science Solutions on Azure: The Rise of Generative AI and Applied AI, 2nd Edition by Julian Soh, Priyanshi Singh
Requirements: .PDF reader, 18.9 MB
Overview: This revamped and updated 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 book contains examples and sample code. 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.
Genre: Non-Fiction > Tech & Devices

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