Articles liés à Machine Learning with Python Cookbook: Practical Solutions...
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning - Couverture souple
Synopsis
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, 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 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.
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 arrays
- Working with data from CSV, JSON, SQL, databases, cloud storage, and other sources
- Handling numerical and categorical data, text, images, and dates and times
- Dimensionality reduction using feature extraction or feature selection
- Model evaluation and selection
- Linear and logical regression, trees and forests, and k-nearest neighbors
- Supporting vector machines (SVM), naäve Bayes, clustering, and tree-based models
- Saving, loading, and serving trained models from multiple frameworks
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos des auteurs
Kyle 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.
Chris Albon is the Director of Machine Learning at the Wikimedia Foundation, the non-profit that hosts Wikipedia.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
Acheter neuf
Afficher cet article
EUR 55,70
EUR 0,16 expédition depuis Etats-Unis vers France
Destinations, frais et délaisRésultats de recherche pour Machine Learning with Python Cookbook: Practical Solutions...
Image d'archives
Machine Learning with Python Cookbook
Vendeur : PBShop.store US, Wood Dale, IL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
PAP. Etat : New. New Book. Shipped from UK. Established seller since 2000. N° de réf. du vendeur WO-9781098135720
Quantité disponible : 15 disponible(s)
Image d'archives
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Edité par
O'Reilly Media, 2023
ISBN 10 : 1098135725
ISBN 13 : 9781098135720
Ancien ou d'occasion
Paperback
Vendeur : WorldofBooks, Goring-By-Sea, WS, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Paperback. Etat : Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. N° de réf. du vendeur GOR014285816
Quantité disponible : 1 disponible(s)
Image d'archives
Machine Learning with Python Cookbook
Vendeur : PBShop.store UK, Fairford, GLOS, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
PAP. Etat : New. New Book. Shipped from UK. Established seller since 2000. N° de réf. du vendeur WO-9781098135720
Quantité disponible : 15 disponible(s)
Image d'archives
MACHINE LEARNING WITH PYTHON COOKBOOK
Vendeur : Speedyhen, London, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Etat : NEW. N° de réf. du vendeur NW9781098135720
Quantité disponible : 2 disponible(s)
Image fournie par le vendeur
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning (Paperback or Softback)
Edité par
O'Reilly Media 9/5/2023, 2023
ISBN 10 : 1098135725
ISBN 13 : 9781098135720
Neuf
Paperback or Softback
Vendeur : BargainBookStores, Grand Rapids, MI, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Paperback or Softback. Etat : New. Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning 1.45. Book. N° de réf. du vendeur BBS-9781098135720
Quantité disponible : 5 disponible(s)
Image d'archives
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. In. N° de réf. du vendeur ria9781098135720_new
Quantité disponible : Plus de 20 disponibles
Image fournie par le vendeur
Machine Learning with Python Cookbook
Vendeur : Rarewaves USA, OSWEGO, IL, Etats-Unis
Évaluation du vendeur 4 sur 5 étoiles
Paperback. Etat : New. 2nd. 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 frameworks. N° de réf. du vendeur LU-9781098135720
Quantité disponible : Plus de 20 disponibles
Image d'archives
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Edité par
O'Reilly Media, 2023
ISBN 10 : 1098135725
ISBN 13 : 9781098135720
Neuf
Paperback / softback
Vendeur : THE SAINT BOOKSTORE, Southport, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Paperback / softback. Etat : New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 526. N° de réf. du vendeur C9781098135720
Quantité disponible : Plus de 20 disponibles
Image d'archives
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Vendeur : California Books, Miami, FL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. N° de réf. du vendeur I-9781098135720
Quantité disponible : Plus de 20 disponibles
Image fournie par le vendeur
Machine Learning With Python Cookbook : Practical Solutions from Preprocessing to Deep Learning
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. N° de réf. du vendeur 45802690-n
Quantité disponible : Plus de 20 disponibles