Como cliente Amazon Prime obtén 3 meses de Audible gratis
Effective Machine Learning Teams
Best Practices for ML Practitioners
No se ha podido añadir a la cesta
Error al eliminar la lista de deseos.
Se ha producido un error al añadirlo a la biblioteca
Se ha producido un error al seguir el podcast
Error al dejar de seguir el podcast
0,99 € al mes durante los primeros 3 meses
Effective Machine Learning Teams
Compra ahora por 19,39 €
-
Narrado por:
-
Ray Greenley
Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to apply time-tested software engineering skills and Lean product delivery practices to reduce toil and waste, shorten feedback loops, and improve your team's flow when building ML systems and products.
Based on the authors' experience across multiple real-world data and ML projects, the proven techniques in this book will help your team avoid common traps in the ML world, so you can iterate and scale more quickly and reliably. You'll learn how to:
● Write automated tests for ML systems, containerize development environments, and refactor problematic codebases
● Apply MLOps and CI/CD practices to accelerate experimentation cycles and improve reliability of ML solutions
● Apply Lean delivery and product practices to improve your odds of building the right product for your users
● And more
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
©2024 David Tan Rui Guan, Ada Leung Wing Man, and David Colls (P)2024 Ascent Audio
