Janna Lipenkova: The Art of AI Product Development, Kartoniert / Broschiert

Klappentext

A hands-on guide for delivering products infused with artificial intelligence! Learn how AI can improve content creation, accelerate data analysis, and upgrade process automation.

The Art of AI Product Development teaches you how to successfully integrate AI into your software products. Written for product managers, team leads, and anyone responsible for the success of a software product or service, this practical book introduces Generative AI, AI-assisted data analytics, intelligent process automation, and more. You’ll love the examples from across many industries that illustrate the power and versatility of AI-powered solutions.

Inside The Art of AI Product Development you will learn vital skills for the effective use of AI, including:

• Identifying market and business opportunities for AI
• Evaluating AI technologies for products and features
• Effectively communicating with data scientists and ML engineers
• Designing user-friendly AI interfaces
• Best practices in AI ethics, governance, and risk management

AI-powered software introduces new opportunities and challenges for product managers. This one-of-a-kind book guides you from initial design conversations through development, deployment, and day-to-day management with techniques to make the process efficient, secure, and cost effective. You’ll learn to capitalize on AI’s full potential for your business with strategies that set you on the path to market leadership in your industry.

Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.

About the book

The Art of AI Product Development you how to effectively integrate generative AI into both established and new built-for-AI digital products. The book presents a unified mental model of AI systems that will help you drive innovation, enhance customer experiences, and improve operational efficiency with AI. Inside, you’ll find an intuitive account of the necessary background knowledge in AI, a toolkit of templates and design patterns for creating amazing user experiences.

About the reader

For anyone responsible for developing, designing, and marketing AI products. No technical experience required.

About the author

Janna Lipenkova holds a Master in Chinese Studies and Economics and a PhD in Computational Linguistics. After many years of work in AI and NLP in both academia and industry, she started her own AI and analytics business. She has acquired and managed projects for global companies, collecting first-hand experience in achieving business success with AI. Presently, she focuses on leveraging AI to generate strategic recommendations for companies in central areas such as innovation, digitalization, and sustainability.