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Architecting AI Software Systems

Architecting AI Software Systems

By : Richard D Avila, Imran Ahmad
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Architecting AI Software Systems

Architecting AI Software Systems

5 (2)
By: Richard D Avila, Imran Ahmad

Overview of this book

Architecting AI Software Systems provides a definitive guide to building AI-enabled systems, emphasizing the balance between AI’s capabilities and traditional software architecture principles. As AI technologies gain widespread acceptance and are increasingly expected in future applications, this book provides architects and developers with the essential knowledge to stay competitive. It introduces a structured approach to mastering the complexities of AI integration, covering key architectural concepts and processes critical to building scalable and robust AI systems while minimizing development and maintenance risks. The book guides readers on a progressive journey, using real-world examples and hands-on exercises to deepen comprehension. It also includes the architecture of a fictional AI-enabled system as a learning tool. You will engage with exercises designed to reinforce your understanding and apply practical insights, leading to the development of key architectural products that support AI systems. This is an essential resource for architects seeking to mitigate risks and master the complexities of AI-enabled system development. By the end of the book, readers will be equipped with patterns, strategies and concepts necessary to architect AI-enabled systems across various domains.
Table of Contents (14 chapters)
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1
Architecting Fundamentals
5
Architecting AI Systems
12
Other Books You May Enjoy
13
Index

Holder of vision

Imagine that you and two friends want to go and eat lunch. For this scenario, you have the final say on where to go, but you must take into full account the desires of your two friends. This simple decision can potentially become involved: What to eat? Where? Costs? A decision must be made, but how? In this sort of situation, other considerations that impact the decision must be brought forward, such as lifestyle, frugality, allergies, and similar factors. You as the decider must craft a decision that synthesizes the desires and limits voiced by your friends. As the one making the decision, you must craft a vision that harmonizes the competing needs of your two friends while ensuring the outcome delivers value. This is what an architect does. He develops a vision for the system and then guides the building of the system in line with the vision. The vision of the system underpins so many aspects of a system that it must be done right, communicated, and ensure it meets...

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Architecting AI Software Systems
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