{"product_id":"9781783553129","title":"Python Machine Learning By Example","description":"\u003cp\u003e\u003cb\u003eTake tiny steps to enter the big world of data science through this interesting guide\u003c\/b\u003e\u003c\/p\u003eAbout This Book\u003cul\u003e\n\u003cli\u003eLearn the fundamentals of machine learning and build your own intelligent applications\u003c\/li\u003e\n\u003cli\u003eMaster the art of building your own machine learning systems with this example-based practical guide\u003c\/li\u003e\n\u003cli\u003eWork with important classification and regression algorithms and other machine learning techniques\u003c\/li\u003e\n\u003c\/ul\u003eWho This Book Is For\u003cp\u003eThis book is for anyone interested in entering the data science stream with machine learning. Basic familiarity with Python is assumed.\u003c\/p\u003eWhat You Will Learn\u003cul\u003e\n\u003cli\u003eExploit the power of Python to handle data extraction, manipulation, and exploration techniques\u003c\/li\u003e\n\u003cli\u003eUse Python to visualize data spread across multiple dimensions and extract useful features\u003c\/li\u003e\n\u003cli\u003eDive deep into the world of analytics to predict situations correctly\u003c\/li\u003e\n\u003cli\u003eImplement machine learning classification and regression algorithms from scratch in Python\u003c\/li\u003e\n\u003cli\u003eBe amazed to see the algorithms in action\u003c\/li\u003e\n\u003cli\u003eEvaluate the performance of a machine learning model and optimize it\u003c\/li\u003e\n\u003cli\u003eSolve interesting real-world problems using machine learning and Python as the journey unfolds\u003c\/li\u003e\n\u003c\/ul\u003eIn Detail\u003cp\u003eData science and machine learning are some of the top buzzwords in the technical world today. A resurging interest in machine learning is due to the same factors that have made data mining and Bayesian analysis more popular than ever. This book is your entry point to machine learning.\u003c\/p\u003e\u003cp\u003eThis book starts with an introduction to machine learning and the Python language and shows you how to complete the setup. Moving ahead, you will learn all the important concepts such as, exploratory data analysis, data preprocessing, feature extraction, data visualization and clustering, classification, regression and model performance evaluation. With the help of various projects included, you will find it intriguing to acquire the mechanics of several important machine learning algorithms – they are no more obscure as they thought. Also, you will be guided step by step to build your own models from scratch. Toward the end, you will gather a broad picture of the machine learning ecosystem and best practices of applying machine learning techniques.\u003c\/p\u003e\u003cp\u003eThrough this book, you will learn to tackle data-driven problems and implement your solutions with the powerful yet simple language, Python. Interesting and easy-to-follow examples, to name some, news topic classification, spam email detection, online ad click-through prediction, stock prices forecast, will keep you glued till you reach your goal.\u003c\/p\u003eStyle and approach\u003cp\u003eThis book is an enticing journey that starts from the very basics and gradually picks up pace as the story unfolds. Each concept is first succinctly defined in the larger context of things, followed by a detailed explanation of their application. Every concept is explained with the help of a project that solves a real-world problem, and involves hands-on work—giving you a deep insight into the world of machine learning. With simple yet rich language—Python—you will understand and be able to implement the examples with ease.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47301069177072,"sku":"9781783553129","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781783553129_p0.jpg?v=1763724262","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781783553129","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}