{"product_id":"python-machine-learning-cookbook-100-recipes-that-teach-you-how-to-perform-various-machine-learning-tasks-in-the-real-world-paperback","title":"Python Machine Learning Cookbook: 100 recipes that teach you how to perform various machine learning tasks in the real world - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003ePrateek Joshi\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e100 recipes that teach you how to perform various machine learning tasks in the real world\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\u003eUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guide\u003c\/li\u003e\n\u003cli\u003eLearn about perceptrons and see how they are used to build neural networks\u003c\/li\u003e\n\u003cli\u003eStuck while making sense of images, text, speech, and real estate? This guide will come to your rescue, showing you how to perform machine learning for each one of these using various techniques\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\u003eMachine learning is becoming increasingly pervasive in the modern data-driven world. It is used extensively across many fields such as search engines, robotics, self-driving cars, and more.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWith this book, you will learn how to perform various machine learning tasks in different environments. We'll start by exploring a range of real-life scenarios where machine learning can be used, and look at various building blocks. Throughout the book, you'll use a wide variety of machine learning algorithms to solve real-world problems and use Python to implement these algorithms.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eYou'll discover how to deal with various types of data and explore the differences between machine learning paradigms such as supervised and unsupervised learning. We also cover a range of regression techniques, classification algorithms, predictive modeling, data visualization techniques, recommendation engines, and more with the help of real-world examples.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore classification algorithms and apply them to the income bracket estimation problem\u003c\/li\u003e\n\u003cli\u003eUse predictive modeling and apply it to real-world problems\u003c\/li\u003e\n\u003cli\u003eUnderstand how to perform market segmentation using unsupervised learning\u003c\/li\u003e\n\u003cli\u003eExplore data visualization techniques to interact with your data in diverse ways\u003c\/li\u003e\n\u003cli\u003eFind out how to build a recommendation engine\u003c\/li\u003e\n\u003cli\u003eUnderstand how to interact with text data and build models to analyze it\u003c\/li\u003e\n\u003cli\u003eWork with speech data and recognize spoken words using Hidden Markov Models\u003c\/li\u003e\n\u003cli\u003eAnalyze stock market data using Conditional Random Fields\u003c\/li\u003e\n\u003cli\u003eWork with image data and build systems for image recognition and biometric face recognition\u003c\/li\u003e\n\u003cli\u003eGrasp how to use deep neural networks to build an optical character recognition system\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for Python programmers who are looking to use machine-learning algorithms to create real-world applications. This book is friendly to Python beginners, but familiarity with Python programming would certainly be useful to play around with the code.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 304\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.64 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 23, 2016\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":53376954335539,"sku":"9781786464477","price":106.34,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/txmXFFtiBz9781786464477.webp?v=1779310551","url":"https:\/\/www.vysn.com\/products\/python-machine-learning-cookbook-100-recipes-that-teach-you-how-to-perform-various-machine-learning-tasks-in-the-real-world-paperback","provider":"VYSN","version":"1.0","type":"link"}