Kyle Gallatin Chris A Machine Learning with Python Cook (Paperback) (UK IMPORT)

Description: Further DetailsTitle: Machine Learning with Python CookbookCondition: NewFormat: PaperbackSubtitle: Practical Solutions from Preprocessing to Deep LearningEAN: 9781098135720ISBN: 9781098135720Publisher: O'Reilly MediaRelease Date: 08/11/2023Description: This 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 all the way from loading data to training models and leveraging neural networks.Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure 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. Go beyond theory and concepts by learning the nuts and bolts you need to construct working machine learning applications.You'll find recipes for:Vectors, matrices, and arraysWorking with data from CSV, JSON, SQL, databases, cloud storage, and other sourcesHandling numerical and categorical data, text, images, and dates and timesDimensionality reduction using feature extraction or feature selectionModel evaluation and selectionLinear and logical regression, trees and forests, and k-nearest neighborsSupport vector machines (SVM), naive Bayes, clustering, and tree-based modelsSaving and loading trained models from multiple frameworksLanguage: EnglishCountry/Region of Manufacture: USItem Height: 233mmItem Length: 178mmAuthor: Kyle Gallatin, Chris AlbonGenre: Computing & InternetRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

Price: 85.65 USD

Location: GU14 0GT

End Time: 2024-11-20T00:03:43.000Z

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