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AI Product Manager's Handbook. Build, Integrate, Scale, and Optimize Products to grow in your AI Product Management journey - Second Edition

(ebook) (audiobook) (audiobook) Książka w języku angielskim
Autor:
Irene Bratsis
AI Product Manager's Handbook.  Build, Integrate, Scale, and Optimize Products to grow in your AI Product Management journey - Second Edition Irene Bratsis - okladka książki

AI Product Manager's Handbook.  Build, Integrate, Scale, and Optimize Products to grow in your AI Product Management journey - Second Edition Irene Bratsis - okladka książki

AI Product Manager's Handbook.  Build, Integrate, Scale, and Optimize Products to grow in your AI Product Management journey - Second Edition Irene Bratsis - audiobook MP3

AI Product Manager's Handbook.  Build, Integrate, Scale, and Optimize Products to grow in your AI Product Management journey - Second Edition Irene Bratsis - audiobook CD

Serie wydawnicze:
Learning
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Do przechowalni

This book serves as your indispensable companion, providing a detailed roadmap for successfully building, maintaining, and evolving AI-driven products. 

We'll explore the AI landscape, demystify complex terms, and gain insights into infrastructure, algorithms, and deployment strategies. Master the essential skills to understand the optimal flow of AI processes. We'll guide you through the nuances of model development, from linear regression to deep learning neural networks. You'll learn when a model is market-ready, the intricacies of deployment, and crucial testing and troubleshooting strategies. Rely on consistency and MLOps, and nurturing strong customer relationships. Finally, we'll explore the intricacies of retraining, tuning parameters, and establishing a feedback loop. You'll master the art of designing AI-native products as well as getting traditional software products AI ready and craft compelling stories to captivate your audience. We'll help you find the right balance between foundational design elements and the unique aspects of AI-native products, so you can prioritize wisely. 

By the end of this book, you will understand the imperative of integrating AI into existing products. Explore the evolution of Generative AI and LLMs, as well as discover the rise of open-source capabilities that are available to you.

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O autorze książki

Irene Bratsis is a director of digital product and data at the International WELL Building Institute (IWBI). She has a bachelor's in economics, and after completing various MOOCs in data science and big data analytics, she completed a data science program with Thinkful. Before joining IWBI, Irene worked as an operations analyst at Tesla, a data scientist at Gesture, a data product manager at Beekin, and head of product at Tenacity. Irene volunteers as NYC chapter co-lead for Women in Data, has coordinated various AI accelerators, moderated countless events with a speaker series with Women in AI called WaiTalk, and runs a monthly book club focused on data and AI books.

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