AI Engineering: Building Applications with Foundation Models
Chip Huyen
جون 2025 · Gildan Media · بیان کردہ منجانب Edelyn Okano
3.0star
1 جائزہreport
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آڈیو بک
21 گھنٹے 12 منٹ
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اہل ہے
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reportدرجہ بندیوں اور جائزوں کی تصدیق نہیں کی جاتی ہے مزید جانیں
2 گھنٹے 7 منٹ کا نمونہ چاہتے ہیں؟ کسی بھی وقت سنیں۔ یہاں تک کہ آف لائن بھی۔
شامل کریں
اس آڈیو بک کے بارے میں
Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.
The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.
AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.
The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.
AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.
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1 جائزہ
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اسمارٹ فونز اور ٹیب لیٹس
Android اور iPad/iPhone.کیلئے Google Play کتابیں ایپ انسٹال کریں۔ یہ خودکار طور پر آپ کے اکاؤنٹ سے سینک ہو جاتی ہے اور آپ جہاں کہیں بھی ہوں آپ کو آن لائن یا آف لائن پڑھنے دیتی ہے۔
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آپ اپنے کمپیوٹر کے ویب براؤزر کے ذریعے Google Play پر خریدی گئی کتابیں پڑھ سکتے ہیں۔
