{"product_id":"machine-learning-upgrade","title":"Machine Learning Upgrade","description":"\u003cp\u003e\u003cb\u003eAn end-to-end framework for developing Large Language Model (LLM)-based applications\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eTraditionally, there has been a divide between data scientists and software engineers. With the advent of LLMs, however, this has changed. Machine learning is no longer primarily a tool for data analysis, but is now a fundamental feature of modern software applications. In \u003ci\u003eMachine Learning Upgrade\u003c\/i\u003e, data scientists are given a comprehensive framework not just for understanding LLMs, but for building efficient, reproducible, and scalable LLM applications. \u003c\/p\u003e\u003cp\u003eWritten by leading data scientists, this book brings you up to date on the current state of LLM technology and offers both a conceptual and hands-on overview of how it can be most responsibly integrated into business. Readers will follow along as the authors build an LLM-powered application, providing a concrete example of their framework in action. Best practices for data versioning, experiment tracking, model monitoring, and ethical considerations are also central. \u003c\/p\u003e\u003cp\u003eData professionals of all levels looking for a holistic understanding of LLM aplications using the latest technologies and practices will benefit from this book. By adopting a data-centric view, we can identify opportunities to integrate LLMs and drive business success.\u003c\/p\u003e","brand":"Caleb Kaiser","offers":[{"title":"Default Title","offer_id":42838979870781,"sku":"9781394249633","price":59.36,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0597\/7689\/2989\/files\/9781394249633_0ff27708-f477-4597-a588-4ad0e24a11c7.jpg?v=1766951371","url":"https:\/\/www.palmleaf.com.au\/products\/machine-learning-upgrade","provider":"Palmleaf","version":"1.0","type":"link"}