{"product_id":"9781492094524-training-data-for-machine-learning","title":"Training Data for Machine Learning","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eHuman Supervision from Annotation to Data Science\u003cbr\u003e\u003cp\u003eYour training data has as much to do with the success of your data project as the algorithms themselves--most failures in deep learning systems relate to training data. But while training data is the foundation for successful machine learning, there are few comprehensive resources to help you ace the process. This hands-on guide explains how to work with and scale training data. Data science professionals and machine learning engineers will gain a solid understanding of the concepts, tools, and processes needed to: \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDesign, deploy, and ship training data for production-grade deep learning applications \u003c\/li\u003e\n\u003cli\u003eIntegrate with a growing ecosystem of tools \u003c\/li\u003e\n\u003cli\u003eRecognize and correct new training data-based failure modes \u003c\/li\u003e\n\u003cli\u003eImprove existing system performance and avoid development risks \u003c\/li\u003e\n\u003cli\u003eConfidently use automation and acceleration approaches to more effectively create training data \u003c\/li\u003e\n\u003cli\u003eAvoid data loss by structuring metadata around created datasets \u003c\/li\u003e\n\u003cli\u003eClearly explain training data concepts to subject matter experts and other shareholders \u003c\/li\u003e\n\u003cli\u003eSuccessfully maintain, operate, and improve your system \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":41091765928033,"sku":"9781492094524","price":45.56,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_27896326.jpg?v=1722152963","url":"https:\/\/www.rarewaves.com\/products\/9781492094524-training-data-for-machine-learning","provider":"Rarewaves.com","version":"1.0","type":"link"}