{"product_id":"agile-machine-learning-effective-machine-learning-inspired-by-the-agile-manifesto-von-eric-carter-matthew-hurst","title":"Agile Machine Learning","description":"\n                                \n                \u003cp\u003eBuild resilient applied machine learning teams that deliver better data products through adapting the guiding principles of the Agile Manifesto.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e\n                                        Bringing together talented people to create a great applied machine learning team is no small feat. With developers and data scientists both contributing expertise in their respective fields, communication alone can be a challenge. \n                    \n                    \u003cb\u003e\n                                                \n                        \u003ci\u003eAgile Machine Learning \u003c\/i\u003e\n                                            \n                    \u003c\/b\u003e\n                                        teaches you how to deliver superior data products through agile processes and to learn, by example, how to organize and manage a fast-paced team challenged with solving novel data problems at scale, in a production environment.\n                \n                \u003c\/p\u003e\n                                \n                \n                \u003cp\u003eThe authors’ approach models the ground-breaking engineering principles described in the Agile Manifesto. The book provides further context, and contrasts the original principles with the requirements of systems that deliver a data product.\u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cb\u003e What You'll Learn\u003c\/b\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cul\u003e\n                                        \n                    \u003cli\u003e\n                                                Effectively run a data engineeringteam that is metrics-focused, experiment-focused, and data-focused\n                        \n                        \u003cbr\u003e\n                                            \n                    \u003c\/li\u003e\n                                        \n                    \u003cli\u003e\n                                                Make sound implementation and model exploration decisions based on the data and the metrics\n                        \n                        \u003cbr\u003e\n                                            \n                    \u003c\/li\u003e\n                                        \n                    \u003cli\u003e\n                                                Know the importance of data wallowing: analyzing data in real time in a group setting\n                        \n                        \u003cbr\u003e\n                                            \n                    \u003c\/li\u003e\n                                        \n                    \u003cli\u003e\n                                                Recognize the value of always being able to measure your current state objectively\n                        \n                        \u003cbr\u003e\n                                            \n                    \u003c\/li\u003e\n                                        \n                    \u003cli\u003e\n                                                Understand data literacy, a key attribute of a reliable data engineer, from definitions to expectations\n                        \n                        \u003cbr\u003e\n                                            \n                    \u003c\/li\u003e\n                                    \n                \u003c\/ul\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e\n                                        \n                    \u003cb\u003e\n                                                \n                        \u003cbr\u003e\n                                            \n                    \u003c\/b\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cb\u003eWho This Book Is For\u003c\/b\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003eAnyone who manages a machine learning team, or is responsible for creating production-ready inference components. Anyone responsible for data project workflow of sampling data; labeling, training, testing, improving, and maintaining models; and system and data metrics will also find this book useful. Readers should be familiar with software engineering and understand the basics of machine learning and working with data.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781484251065\"\u003e\u003ch3\u003eEffective Machine Learning Inspired by the Agile Manifesto\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781484251065","offer_id":39417487622237,"sku":"9781484251065","price":80.24,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/456b3fc6-412b-47a6-ae7c-186a8fb954b4.jpg?v=1775105134","url":"https:\/\/shop.autorenwelt.de\/products\/agile-machine-learning-effective-machine-learning-inspired-by-the-agile-manifesto-von-eric-carter-matthew-hurst","provider":"Autorenwelt Shop","version":"1.0","type":"link"}