Effective data science infrastructure

• Titel: Effective data science infrastructure
• Mitwirkende: Tuulos, Ville [VerfasserIn]
• Institutionen: Manning Publications (Firm), [Verlag]
• Verf.angabe: Ville Tuulos
• Ausgabe: [First edition].
• Verlagsort: [Shelter Island, New York]
• Verlag: Manning Publications
• E-Jahr: 2022
• Jahr: [2022]
• Umfang: 1 online resource (1 video file (11 hr., 29 min.))
• Illustrationen: sound, color.
• Fussnoten: "In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video.". - Online resource; title from title details screen (O’Reilly, viewed July 30, 2024)
• Datenträger: Online-Ressource
• Sprache: eng
• Sach-SW: Exploration de données (Informatique)
• Sach-SW: Bases de données ; Gestion
• Sach-SW: Instructional films
• Sach-SW: Nonfiction films
• Sach-SW: Internet videos
• Sach-SW: Films de formation
• Sach-SW: Films autres que de fiction
• Sach-SW: Vidéos sur Internet
• K10plus-PPN: 1900849763
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m4573912614
• Lokale URL Inst.: Zum Volltext

Abstract

Effective Data Science Infrastructure teaches you to build data pipelines and project workflows that will supercharge data scientists and their projects. Based on state-of-the-art tools and concepts that power data operations of Netflix, this book introduces a customizable cloud-based approach to model development and MLOps that you can easily adapt to your company’s specific needs. As you roll out these practical processes, your teams will produce better and faster results when applying data science and machine learning to a wide array of business problems.