Articoli correlati a Machine Learning Automation with TPOT: Build, validate,...
Machine Learning Automation with TPOT: Build, validate, and deploy fully automated machine learning models with Python - Brossura
- EditorePackt Publishing
- Data di pubblicazione2021
- ISBN 10 180056788X
- ISBN 13 9781800567887
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero di pagine270
Compra nuovo
Visualizza questo articolo
EUR 39,20
EUR 3,52 per la spedizione in U.S.A.
Destinazione, tempi e costiRisultati della ricerca per Machine Learning Automation with TPOT: Build, validate,...
Foto dell'editore
Machine Learning Automation with TPOT: Build, validate, and deploy fully automated machine learning models with Python
Da: Lucky's Textbooks, Dallas, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New. Codice articolo ABLIING23Mar2912160211560
Quantità: Più di 20 disponibili
Foto dell'editore
Machine Learning Automation with TPOT: Build, validate, and deploy fully automated machine learning models with Python
Da: California Books, Miami, FL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New. Codice articolo I-9781800567887
Quantità: Più di 20 disponibili
Foto dell'editore
Machine Learning Automation with TPOT Build, validate, and deploy fully automated machine learning models with Python
Print on DemandDa: PBShop.store US, Wood Dale, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
PAP. Condizione: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice articolo L0-9781800567887
Quantità: Più di 20 disponibili
Foto dell'editore
Machine Learning Automation with TPOT Build, validate, and deploy fully automated machine learning models with Python
Print on DemandDa: PBShop.store UK, Fairford, GLOS, Regno Unito
Valutazione del venditore 4 su 5 stelle
PAP. Condizione: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice articolo L0-9781800567887
Quantità: Più di 20 disponibili
Foto dell'editore
Machine Learning Automation with TPOT: Build, validate, and deploy fully automated machine learning models with Python
Da: Chiron Media, Wallingford, Regno Unito
Valutazione del venditore 5 su 5 stelle
PF. Condizione: New. Codice articolo 6666-IUK-9781800567887
Quantità: 10 disponibili
Foto dell'editore
Machine Learning Automation with TPOT: Build, validate, and deploy fully automated machine learning models with Python
Editore:
Packt Publishing Limited, 2021
ISBN 10: 180056788X
ISBN 13: 9781800567887
Nuovo
Paperback / softback
Da: THE SAINT BOOKSTORE, Southport, Regno Unito
Valutazione del venditore 5 su 5 stelle
Paperback / softback. Condizione: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 100. Codice articolo C9781800567887
Quantità: Più di 20 disponibili
Foto dell'editore
Machine Learning Automation with TPOT: Build, validate, and deploy fully automated machine learning models with Python
Da: Ria Christie Collections, Uxbridge, Regno Unito
Valutazione del venditore 5 su 5 stelle
Condizione: New. In. Codice articolo ria9781800567887_new
Quantità: Più di 20 disponibili
Immagini fornite dal venditore
Machine Learning Automation with TPOT : Build, validate, and deploy fully automated machine learning models with Python
Print on DemandDa: AHA-BUCH GmbH, Einbeck, Germania
Valutazione del venditore 5 su 5 stelle
Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Discover how TPOT can be used to handle automation in machine learning and explore the different types of tasks that TPOT can automate Key Features:Understand parallelism and how to achieve it in Python. Learn how to use neurons, layers, and activation functions and structure an artificial neural network. Tune TPOT models to ensure optimum performance on previously unseen data. Book Description: The automation of machine learning tasks allows developers more time to focus on the usability and reactivity of the software powered by machine learning models. TPOT is a Python automated machine learning tool used for optimizing machine learning pipelines using genetic programming. Automating machine learning with TPOT enables individuals and companies to develop production-ready machine learning models cheaper and faster than with traditional methods. With this practical guide to AutoML, developers working with Python on machine learning tasks will be able to put their knowledge to work and become productive quickly. You'll adopt a hands-on approach to learning the implementation of AutoML and associated methodologies. Complete with step-by-step explanations of essential concepts, practical examples, and self-assessment questions, this book will show you how to build automated classification and regression models and compare their performance to custom-built models. As you advance, you'll also develop state-of-the-art models using only a couple of lines of code and see how those models outperform all of your previous models on the same datasets. By the end of this book, you'll have gained the confidence to implement AutoML techniques in your organization on a production level. What You Will Learn:Get to grips with building automated machine learning models Build classification and regression models with impressive accuracy in a short time Develop neural network classifiers with AutoML techniques Compare AutoML models with traditional, manually developed models on the same datasets Create robust, production-ready models Evaluate automated classification models based on metrics such as accuracy, recall, precision, and f1-score Get hands-on with deployment using Flask-RESTful on localhost Who this book is for: Data scientists, data analysts, and software developers who are new to machine learning and want to use it in their applications will find this book useful. This book is also for business users looking to automate business tasks with machine learning. Working knowledge of the Python programming language and beginner-level understanding of machine learning are necessary to get started. Codice articolo 9781800567887
Quantità: 1 disponibili
Immagini fornite dal venditore
Machine Learning Automation with TPOT
Da: moluna, Greven, Germania
Valutazione del venditore 5 su 5 stelle
Condizione: New. If you are a developer looking to build machine learning models without spending months and years learning machine learning prerequisites, look no further than AutoML. This practical and concise guide will show you how to build automated models for regressi. Codice articolo 532387583
Quantità: Più di 20 disponibili
Foto dell'editore
Machine Learning Automation with TPOT: Build, validate, and deploy fully automated machine learning models with Python
Da: Mispah books, Redhill, SURRE, Regno Unito
Valutazione del venditore 4 su 5 stelle
paperback. Condizione: New. New. book. Codice articolo ERICA823180056788X6
Quantità: 1 disponibili