In summary, AI is hot stuff. Given the diversity of projects presented in this book, and keeping in mind the many kinds of projects we were not able to include, nearly every business can find a place for AI to enhance their processes, products, and services. We don't yet know the limitations of the current thrust of DL and ML generally. But even if some over-hyped expectations are not met, the software and techniques we develop and deploy along the way will still continue to solve business needs. AI winters, AI springs, and the hype cycle are mostly just media narratives to give dramatic arcs to otherwise complex and technical stories. But the excitement is real - the amount of AI and ML libraries, datasets, startups, jobs, courses, books, and videos are unparalleled in the history of the field. It's time to take advantage of it.
AI Blueprints
By :
AI Blueprints
By:
Overview of this book
AI Blueprints gives you a working framework and the techniques to build your own successful AI business applications. You’ll learn across six business scenarios how AI can solve critical challenges with state-of-the-art AI software libraries and a well thought out workflow. Along the way you’ll discover the practical techniques to build AI business applications from first design to full coding and deployment.
The AI blueprints in this book solve key business scenarios. The first blueprint uses AI to find solutions for building plans for cloud computing that are on-time and under budget. The second blueprint involves an AI system that continuously monitors social media to gauge public feeling about a topic of interest - such as self-driving cars. You’ll learn how to approach AI business problems and apply blueprints that can ensure success.
The next AI scenario shows you how to approach the problem of creating a recommendation engine and monitoring how those recommendations perform. The fourth blueprint shows you how to use deep learning to find your business logo in social media photos and assess how people interact with your products. Learn the practical techniques involved and how to apply these blueprints intelligently. The fifth blueprint is about how to best design a ‘trending now’ section on your website, much like the one we know from Twitter. The sixth blueprint shows how to create helpful chatbots so that an AI system can understand customers’ questions and answer them with relevant responses.
This book continuously demonstrates a working framework and strategy for building AI business applications. Along the way, you’ll also learn how to prepare for future advances in AI. You’ll gain a workflow and a toolbox of patterns and techniques so that you can create your own smart code.
Table of Contents (14 chapters)
AI Blueprints
Foreword
Contributors
Preface
Other Books You May Enjoy
Free Chapter
The AI Workflow
A Blueprint for Planning Cloud Infrastructure
A Blueprint for Making Sense of Feedback
A Blueprint for Recommending Products and Services
A Blueprint for Detecting Your Logo in Social Media
A Blueprint for Discovering Trends and Recognizing Anomalies
A Blueprint for Understanding Queries and Generating Responses
Preparing for Your Futureand Surviving the Hype Cycle
Index
Customer Reviews