Designing Machine Learning Systems
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Product Information
Brand
Pagify
Ideal For
Reading
Material
Paper
Country Of Origin
India
Pack Of
1
Author
Chip Huyen
Genre
Computer Science
Isbn
9780000000000
Page Count
386
Product Type
Book
Product Description
- Premium Quality: This book addresses the full complexity of machine learning systems - components that are both data dependent and multi-stakeholder - offering a holistic approach grounded in real-world considerations.
- Product Design: Spanning 386 pages, the book is structured to guide readers through designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements.
- User Experience: Machine learning systems are unique because they are data dependent, with data varying wildly from one use case to the next, and this book equips readers to navigate that variability with confidence.
- Versatile Occasion: The holistic design framework presented is applicable across a wide range of industries and use cases, making it a practical resource for both practicing engineers and data science teams.