{"title":"John Hawkins","description":"\u003cp\u003eWelcome to our comprehensive collection of works by John Hawkins, a versatile author whose insightful publications span the fields of \u003cem\u003eComputing \u0026amp; Technology\u003c\/em\u003e and \u003cem\u003ePolitics \u0026amp; Current Affairs\u003c\/em\u003e. Whether you're delving into the complex world of data science or exploring the intricacies of governmental structures, John Hawkins offers a unique perspective that is both educational and engaging.\u003c\/p\u003e\n\n\u003cp\u003eIn \u003cstrong\u003e\u003cem\u003eData Science First\u003c\/em\u003e\u003c\/strong\u003e, Hawkins expertly guides readers through the foundational elements of data science, blending technical acumen with real-world applications. This book is perfect for anyone looking to deepen their understanding of this rapidly evolving field, from curious beginners to seasoned professionals.\u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eThe First Albanese Government\u003c\/em\u003e\u003c\/strong\u003e provides an in-depth exploration of one of Australia's significant political landscapes. John Hawkins meticulously examines the key policies, decisions, and impacts of the Albanese government, offering readers an informative glimpse into contemporary political dynamics.\u003c\/p\u003e\n\n\u003cp\u003eJohn Hawkins is renowned for his ability to distil complex topics into accessible, engaging narratives. His books are essential for readers who wish to broaden their knowledge in technology and politics, all while enjoying a compelling read. Dive into John Hawkins' work today and traverse the fascinating worlds of data science and political discourse!\u003c\/p\u003e","products":[{"product_id":"the-first-albanese-government-by-john-halligan-9781761170737","title":"The First Albanese Government","description":"\u003cp\u003e\u003cb\u003eAustralia's leading voices on politics and policy examine the first Albanese Government. \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eFrom the narrow election victory to the commanding majority secured in 2025, this book traces the Albanese Government's first term, navigating economic turbulence and a shifting international landscape. What were the policy hits and misses? What was the impact of the unsuccessful Voice referendum? And how did the government manage key reforms?\u003c\/p\u003e\u003cp\u003eEdited by John Hawkins, Michelle Grattan and John Halligan, \u003ci\u003eThe First Albanese Government\u003c\/i\u003e includes a preface by Bill Shorten and contributions from leading experts across politics and policy. It captures the major issues of the Albanese Government's first term and looks towards its future years in government. \u003c\/p\u003e","brand":"Hachette Aotearoa New Zealand","offers":[{"title":"Default Title","offer_id":47288902877420,"sku":"9781761170737","price":57.99,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/1d498d6598b40452ebddeb55b3406843.jpg?v=1770603451"},{"product_id":"data-science-first-by-john-hawkins-9781394390472","title":"Data Science First","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cstrong\u003eProven, practical techniques for integrating language models into your data science workflows\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003cem\u003eData Science First: Using Language Models in AI-Enabled Applications\u003c\/em\u003e, by Intersect AI’s Chief AI Officer John Hawkins, explains how practising data scientists can integrate language models in data science workflows without abandoning essential principles of reliability, accuracy, and efficacy. Hawkins offers crystal-clear guidance on when, where, and how data scientists can integrate language models into their existing workflows without exposing themselves or their companies to unnecessary risks.\u003c\/p\u003e\n\n\u003cp\u003eThis guide walks you through strategic design patterns for incorporating language models into real-world data science projects. It avoids strategies and techniques that rely heavily on proprietary tools that are likely to evolve very quickly (or could disappear entirely) in the near future. Instead, the author presents foundational methodologies that will remain valuable regardless of how individual platforms or services change. The book combines sound theory with practical case studies that cover common data science projects in the education, insurance, telecommunications, media, and banking industries, including customer churn analysis, customer complaint routing, and document processing, demonstrating how language models can enhance rather than replace traditional data science methods.\u003c\/p\u003e\n\n\u003cp\u003eYou’ll find:\u003c\/p\u003e\n\n\u003cul\u003e\n  \u003cli\u003eThree chapters providing a solid grounding in the ideas, principles, and technologies that are used for data science with language models\u003c\/li\u003e\n  \u003cli\u003eNine chapters that discuss specific patterns for integrating language models into data science workflows, including semantic vector analysis, few-shot prompting, retrieval-based applications, synthetic data generation, and AI agent development\u003c\/li\u003e\n  \u003cli\u003eReal-world case studies discussing applications like fraud detection, customer churn, translation, document classification, and sentiment analysis, with concrete business applications\u003c\/li\u003e\n  \u003cli\u003eComprehensive evaluation methods and testing frameworks discussed in the context of language model applications in enterprise environments\u003c\/li\u003e\n  \u003cli\u003ePractical code examples and implementation guidance using popular tools like HuggingFace, OpenAI, Google Gemini, as well as more development frameworks like LangChain, and PydanticAI\u003c\/li\u003e\n  \u003cli\u003eStrategic insights for balancing model accuracy, interpretability, and business requirements while avoiding common pitfalls in AI deployment\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eAn authoritative resource for data scientists and software engineers interested in using modern AI tools to build data-driven applications, \u003cem\u003eData Science First\u003c\/em\u003e is a strategy guide for professionals navigating the discipline of data science as it is disrupted by generative AI. Whether you're looking to improve existing workflows or develop entirely new AI-powered solutions, you’ll discover how to use language models in ways that consistently add value.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Unknown","offers":[{"title":"Default Title","offer_id":47306899423468,"sku":"9781394390472","price":114.99,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/315d1ead7e459ea686164bac9181addf.jpg?v=1771100589"}],"url":"https:\/\/bookhero.co.nz\/collections\/john-hawkins.oembed","provider":"Book Hero","version":"1.0","type":"link"}