A pragmatic programmer for machine learning : engineering analytics and data science solutions /: engineering analytics and data science solutions. (2023)

• Record Type: Book
• Further Information: Note: Marco Scutari, Mauro Malvestio.
• Authors: Scutari, Marco; Malvestio, Mauro
• Contents: Preface 1 What is This Book About? 2 Hardware Architectures 3 Variable Types and Data Structures 4 Analysis of Algorithms 5 Designing and Structuring Pipelines 6 Writing Machine Learning Code 7 Packaging and Deploying Pipelines 8 Documenting Pipelines 9 Troubleshooting and Testing Pipelines 10 Tools for Developing Pipelines 11 Tools to Manage Pipelines in Production 12 Recommending Recommendations: A Recommender System Using Natural Language Understanding Bibliography Index
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2023
• Extent: 1 online resource (346 pages), illustrations (black and white)
• Subjects: 006.31; Machine learning; Software engineering; Statistics -- Data processing
• Languages: English
• ISBNs: 9781000852523; 9781000852462
• Related ISBNs: 9780367263508
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.