{"product_id":"statistics-for-machine-learning","title":"Statistics for Machine Learning","description":"\u003cp\u003e\u003cstrong\u003eBuild Machine Learning models with a sound statistical understanding.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features:\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics.\u003c\/li\u003e\n\u003cli\u003eImplement statistical computations programmatically for supervised and unsupervised learning through K-means clustering.\u003c\/li\u003e\n\u003cli\u003eMaster the statistical aspect of Machine Learning with the help of this example-rich guide to R and Python.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description:\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eComplex statistics in machine learning worry a lot of developers. Knowing statistics helps you build strong machine learning models that are optimized for a given problem statement.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book will teach you all it takes to perform the complex statistical computations that are required for machine learning. You will gain information on the statistics behind supervised learning, unsupervised learning, reinforcement learning, and more. You will see real-world examples that discuss the statistical side of machine learning and familiarize yourself with it. You will come across programs for performing tasks such as modeling, parameter fitting, regression, classification, density collection, working with vectors, matrices, and more.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of the book, you will have mastered the statistics required for machine learning and will be able to apply your new skills to any sort of industry problem.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn:\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the statistical and machine learning fundamentals necessary to\u003c\/li\u003e\n\u003cli\u003ebuild models\u003c\/li\u003e\n\u003cli\u003eUnderstand the major differences and parallels between the statistical way and the machine learning way to solve problems\u003c\/li\u003e\n\u003cli\u003eLearn how to prepare data and feed models by using the appropriate machine learning algorithms from the more-than-adequate R and Python packages\u003c\/li\u003e\n\u003cli\u003eAnalyze the results and tune the model appropriately\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":67656157790575,"sku":"9781788295758","price":406.52,"currency_code":"BRL","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0921\/9384\/9711\/files\/1788295757.jpg?v=1791018339","url":"https:\/\/internacional.umlivro.com.br\/products\/statistics-for-machine-learning","provider":"UmLivro Internacional","version":"1.0","type":"link"}