[PDF/Kindle] Machine Learning Design Patterns:

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps. Valliappa Lakshmanan, Sara Robinson, Michael Munn

Machine-Learning-Design.pdf
ISBN: 9781098115784 | 400 pages | 10 Mb

• Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
• Valliappa Lakshmanan, Sara Robinson, Michael Munn
• Page: 400
• Format: pdf, ePub, fb2, mobi
• ISBN: 9781098115784
• Publisher: O'Reilly Media, Incorporated

Download Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps

Download a book from google books mac Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps MOBI (English Edition) 9781098115784

The design patterns in this book capture best practices and solutions to recurring problems in machine learning. Authors Valliappa Lakshmanan, Sara Robinson, and Michael Munn catalog the first tried-and-proven methods to help engineers tackle problems that frequently crop up during the ML process. These design patterns codify the experience of hundreds of experts into advice you can easily follow. The authors, three Google Cloud engineers, describe 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the most appropriate remedy for your situation. You’ll learn how to: Identify and mitigate common challenges when training, evaluating, and deploying ML models Represent data for different ML model types, including embeddings, feature crosses, and more Choose the right model type for specific problems Build a robust training loop that uses checkpoints, distribution strategy, and hyperparameter tuning Deploy scalable ML systems that you can retrain and update to reflect new data Interpret model predictions for stakeholders and ensure that models are treating users fairly

Machine Learning Design Patterns - bol.com
Machine Learning Design Patterns Solutions to Common Challenges in Data Preparation, Model Building, and MLOps. Auteur: Valliappa Lakshmanan.
Machine Learning Design Patterns : Solutions to - eBay
Machine Learning Design Patterns : Solutions to Common Challenges in Data Preparation, Model Building, and Mlops, Paperback by Lakshmanan, Valliappa; 
Buy Machine Learning Design Patterns: Solutions to Common
Amazon.in - Buy Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps (Grayscale Indian 
ISBN 9781098115784 - Machine Learning Design Patterns
Find 9781098115784 Machine Learning Design Patterns : Solutions to Common Challenges in Data Preparation, Model Building, and MLOps by Valliappa 
Machine Learning Design Patterns: Solutions to Common
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and Mlops (Paperback). Machine 

Download more ebooks:
Download PDF Arrêtez de vous faire du souci pour tout et pour rien
{epub download} Better Off Dead by
Read online: Emmett and Jez by Hannah Shaw, Bev Johnson
DOWNLOADS I am I. M. Pei by Brad Meltzer, Christopher Eliopoulos
DOWNLOAD [PDF] {EPUB} City of Hooks and Scars (City of Villains, Book 2) by Estelle Laure
[PDF/Kindle] He-Man and the Masters of the Universe: The Hunt for Moss Man (Tales of Eternia Book 1) by Gregory Mone
[PDF EPUB] Download Black Tide by KC Jones Full Book
Read online: L'ordre du jour