{"product_id":"9781617297137-ensemble-methods-for-machine-learning","title":"Ensemble Methods for Machine Learning","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eMany machine learning problems are too complex to be resolved by a single model or algorithm. Ensemble machine learning trains a group of diverse machine learning models to work together to solve a problem. By aggregating their output, these ensemble models can flexibly deliver rich and accurate results.    \u003cb\u003e\u003ci\u003eEnsemble Methods for Machine Learning\u003c\/i\u003e\u003c\/b\u003e is a guide to ensemble methods with proven records in data science competitions and real world applications. Learning from hands-on case studies, you'll develop an under-the-hood understanding of foundational ensemble learning algorithms to deliver accurate, performant models.    \u003cbr\u003e    \u003cb\u003eAbout the Technology\u003c\/b\u003e    Ensemble machine learning lets you make robust predictions without needing the huge datasets and processing power demanded by deep learning. It sets multiple models to work on solving a problem, combining their results for better performance than a single model working alone. This \"wisdom of crowds\" approach distils information from several models into a set of highly accurate results.\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":53528089919862,"sku":"9781617297137","price":66.62,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_32470367.jpg?v=1737674111","url":"https:\/\/www.rarewaves.com\/products\/9781617297137-ensemble-methods-for-machine-learning","provider":"Rarewaves.com","version":"1.0","type":"link"}