{"product_id":"machine-learning-with-python-cookbook-2-e-full-colour-edition-9789368088837","title":"Machine Learning with Python Cookbook, 2\/e (Full Colour Edition)","description":"\u003cp\u003eThis practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks.\u003c\/p\u003e\u003cp\u003eEach recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure that it works. From there, you can adapt these recipes according to your use case or application. Recipes include a discussion that explains the solution and provides meaningful context.\u003c\/p\u003e\u003cp\u003eGo beyond theory and concepts by learning the nuts and bolts you need to construct working machine learning applications. You'll find recipes for:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eVectors, matrices, and arrays\u003c\/li\u003e\n\u003cli\u003eWorking with data from CSV, JSON, SQL, databases, cloud storage, and other sources\u003c\/li\u003e\n\u003cli\u003eHandling numerical and categorical data, text, images, and dates and times\u003c\/li\u003e\n\u003cli\u003eDimensionality reduction using feature extraction or feature selection\u003c\/li\u003e\n\u003cli\u003eModel evaluation and selection\u003c\/li\u003e\n\u003cli\u003eLinear and logical regression, trees and forests, and k-nearest neighbors\u003c\/li\u003e\n\u003cli\u003eSupporting vector machines (SVM), naäve Bayes, clustering, and tree-based models\u003c\/li\u003e\n\u003cli\u003eSaving, loading, and serving trained models from multiple frameworks\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eAbout the Author\u003c\/h3\u003e\u003cp\u003eKyle Gallatin is a software engineer for machine learning infrastructure with years of experience as a data analyst, data scientist and machine learning engineer. He is also a professional data science mentor, volunteer computer science teacher and frequently publishes articles at the intersection of software engineering and machine learning. Currently, Kyle is a software engineer on the machine learning platform team at Etsy.\u003c\/p\u003e\u003cp\u003eChris Albon is the Director of Machine Learning at the Wikimedia Foundation, the non-profit that hosts Wikipedia.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50506503127110,"sku":"9789368088837","price":2677.5,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/9789368088837__1.jpg?v=1790330580","url":"https:\/\/cb-india.com\/products\/machine-learning-with-python-cookbook-2-e-full-colour-edition-9789368088837","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}