AI-Powered Commerce

Andy Pandharikar, Frederik Bussler

• Publisher: Packt Publishing
• Year: 2022
• eBook ISBN: 9781803234076
• Edition: 1
• Topic: Informatica
• Subtopic: Modellazione e design di dati

Learn how to use artificial intelligence for product and service innovation, including the diverse use cases of Commerce.AIKey Features• Learn how to integrate data and AI in your innovation workflows• Unlock insights into how various industries are using AI for innovation• Apply your knowledge to real innovation use cases like product strategy and market intelligenceBook DescriptionCommerce.AI is a suite of artificial intelligence (AI) tools, trained on over a trillion data points, to help businesses build next-gen products and services. If you want to be the best business on the block, using AI is a must.Developers and analysts working with AI will be able to put their knowledge to work with this practical guide. You'll begin by learning the core themes of new product and service innovation, including how to identify market opportunities, come up with ideas, and predict trends. With plenty of use cases as reference, you'll learn how to apply AI for innovation, both programmatically and with Commerce.AI. You'll also find out how to analyze product and service data with tools such as GPT-J, Python pandas, Prophet, and TextBlob. As you progress, you'll explore the evolution of commerce in AI, including how top businesses today are using AI. You'll learn how Commerce.AI merges machine learning, product expertise, and big data to help businesses make more accurate decisions. Finally, you'll use the Commerce.AI suite for product ideation and analyzing market trends.By the end of this artificial intelligence book, you'll be able to strategize new product opportunities by using AI, and also have an understanding of how to use Commerce.AI for product ideation, trend analysis, and predictions.What you will learn• Find out how machine learning can help you identify new market opportunities• Understand how to use consumer data to create new products and services• Use state-of-the-art AI frameworks and tools for data analysis• Launch, track, and improve products and services with AI• Rise above the competition with unparalleled insights from AI• Turn customer touchpoints into business wins• Generate high-conversion product and service copyWho this book is forThis AI book is for AI developers, data scientists, data product managers, analysts, and consumer insights professionals. The book will guide you through the process of product and service innovation, no matter your pre-existing skillset.

Table of contents

• AI-Powered Commerce
• Contributors
• Preface
• Section 1:Benefits of AI-Powered Commerce
• Chapter 1: Improving Market Opportunity Identification
• Chapter 2: Creating Product Ideas
• Chapter 3: Understanding How to Predict Industry-Wide Trends Using Big Data
• Section 2:How Top Brands Use Artificial Intelligence
• Chapter 4: Applying AI for Innovation – Luxury Goods Deep Dive
• Chapter 5: Applying AI for Innovation – Wireless Networking Deep Dive
• Chapter 6: Applying AI for Innovation –Consumer Electronics Deep Dive
• Chapter 7: Applying AI for Innovation – Restaurants Deep Dive
• Chapter 8: Applying AI for Innovation – Consumer Goods Deep Dive
• Section 3:How to Use Commerce.AI for Product Ideation, Trend Analysis, and Predictions
• Chapter 9: Delivering Insights with Product AI
• Chapter 10: Delivering Insights with Service AI
• Chapter 11: Delivering Insights with Market AI
• Chapter 12: Delivering Insights with Voice Surveys
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