{"product_id":"ensemble-methods-for-machine-learning","title":"Ensemble Methods For Machine Learning","description":"\u003cdiv\u003e  Many 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. \u003c\/div\u003e \u003cdiv\u003e  \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. \u003c\/div\u003e \u003cdiv\u003e  \u003cbr\u003e \u003c\/div\u003e \u003cdiv\u003e  \u003cb\u003eAbout the Technology\u003c\/b\u003e \u003c\/div\u003e \u003cdiv\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. \u003c\/div\u003e","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57313380860286,"sku":"NW9781617297137","price":45.59,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9781617297137.jpg?v=1778592336","url":"https:\/\/mediaplace.com\/products\/ensemble-methods-for-machine-learning","provider":"MediaPlace","version":"1.0","type":"link"}