{"product_id":"hands-on-predictive-analytics-with-python-master-the-complete-predictive-analytics-process-from-problem-definition-to-model-deployment-paperback","title":"Hands-On Predictive Analytics with Python: Master the complete predictive analytics process, from problem definition to model deployment - Paperback","description":"\u003cp\u003eby \u003cb\u003eAlvaro Fuentes\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eStep-by-step guide to build high performing predictive applications \u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eUse the Python data analytics ecosystem to implement end-to-end predictive analytics projects\u003c\/li\u003e \u003cli\u003eExplore advanced predictive modeling algorithms with an emphasis on theory with intuitive explanations\u003c\/li\u003e \u003cli\u003eLearn to deploy a predictive model's results as an interactive application\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003ePredictive analytics is an applied field that employs a variety of quantitative methods using data to make predictions. It involves much more than just throwing data onto a computer to build a model. This book provides practical coverage to help you understand the most important concepts of predictive analytics. Using practical, step-by-step examples, we build predictive analytics solutions while using cutting-edge Python tools and packages.\u003c\/p\u003e \u003cp\u003eThe book's step-by-step approach starts by defining the problem and moves on to identifying relevant data. We will also be performing data preparation, exploring and visualizing relationships, building models, tuning, evaluating, and deploying model.\u003c\/p\u003e \u003cp\u003eEach stage has relevant practical examples and efficient Python code. You will work with models such as KNN, Random Forests, and neural networks using the most important libraries in Python's data science stack: NumPy, Pandas, Matplotlib, Seaborn, Keras, Dash, and so on. In addition to hands-on code examples, you will find intuitive explanations of the inner workings of the main techniques and algorithms used in predictive analytics.\u003c\/p\u003e \u003cp\u003eBy the end of this book, you will be all set to build high-performance predictive analytics solutions using Python programming.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eGet to grips with the main concepts and principles of predictive analytics\u003c\/li\u003e \u003cli\u003eLearn about the stages involved in producing complete predictive analytics solutions\u003c\/li\u003e \u003cli\u003eUnderstand how to define a problem, propose a solution, and prepare a dataset\u003c\/li\u003e \u003cli\u003eUse visualizations to explore relationships and gain insights into the dataset\u003c\/li\u003e \u003cli\u003eLearn to build regression and classification models using scikit-learn\u003c\/li\u003e \u003cli\u003eUse Keras to build powerful neural network models that produce accurate predictions\u003c\/li\u003e \u003cli\u003eLearn to serve a model's predictions as a web application\u003c\/li\u003e\n\u003c\/ul\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 330\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.69 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 28, 2018\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42108307603591,"sku":"9781789138719","price":73.42,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/80dde1c4c0b8ec765d9fc25a3010ab7a.webp?v=1732464569","url":"https:\/\/booksby.splitshops.com\/products\/hands-on-predictive-analytics-with-python-master-the-complete-predictive-analytics-process-from-problem-definition-to-model-deployment-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}