{"product_id":"machine-learning-upgrade-a-data-scientists-guide-to-mlops-llms-and-ml-infrastructure-von-kristen-kehrer-und-caleb-kaiser","title":"Machine Learning Upgrade","description":"\u003cp\u003e\u003c\/p\u003e\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\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781394249633\"\u003e\u003ch3\u003eA Data Scientist's Guide to Mlops, Llms, and ML Infrastructure\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9781394249633","offer_id":50042802110789,"sku":"9781394249633","price":37.5,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/f0483ae5-4c5d-4bc6-a46a-cf8169e7a448.jpg?v=1780286742","url":"https:\/\/shop.autorenwelt.de\/products\/machine-learning-upgrade-a-data-scientists-guide-to-mlops-llms-and-ml-infrastructure-von-kristen-kehrer-und-caleb-kaiser","provider":"Autorenwelt Shop","version":"1.0","type":"link"}