Achieving Real Business Outcomes from Artificial Intelligence

Enterprise Considerations for AI Initiatives


Achieving Real Business Outcomes from Artificial Intelligence
Achieving Real Business Outcomes from Artificial Intelligence

Book Details

Authors Atif Kureishy, Chad Meley, Ben Mackenzie
Publisher O'Reilly Media
Published 2018
Edition 1
Paperback 72 pages
Language English
ISBN-13 9781492038214, 9781492038207
ISBN-10 1492038210, 1492038202
License Compliments of Teradata

Book Description

Artificial intelligence is already changing industry landscapes, with early adopters reporting benefits in high-value business cases such as fraud detection, preventative maintenance, and recommendation engines. Yet working on an AI initiative is demanding for many enterprises, whether you're in the middle of the process or just getting started. This ebook provides advice to help your company complete your AI journey.

Chad Meley from Teradata and Atif Kureishy and Ben Mackenzie from Think Big Analytics provide countermeasures for common AI challenges that arise when creating a strategy, dealing with technical issues, or operationalizing an AI initiative. You'll explore several case studies, including how a major bank successfully used a variety of deep learning methods to fight financial crime.

With this open ebook, you'll discover:
- How deep learning has the potential to increase production, drive down cost, reduce waste, improve efficiency, and push innovation
- Options and trade-offs for leveraging AI capabilities, including SaaS solutions, public cloud-based APIs, and custom AI models
- AI case studies for mining image data, using image recognition, providing customer service, and designing document automation
- How to overcome challenges in delivering value from custom AI development
- What to do in the face of emerging AI trends over the next three years


This book is published as open-access, which means it is freely available to read, download, and share without restrictions.

If you enjoyed the book and would like to support the author, you can purchase a printed copy (hardcover or paperback) from official retailers.

Download and Read Links

Share this Book

[localhost]# find . -name "*Similar_Books*"


The AI Ladder

AI may be the greatest opportunity of our time, with the potential to add nearly $16 trillion to the global economy over the next decade. But so far adoption has been much slower than anticipated. With this practical report, business leaders will discover where they are in their AI journey and learn the steps they still need to take to implement an

DevOps for Digital Leaders

Software

Learn to design, implement, measure, and improve DevOps programs that are tailored to your organization. This concise guide assists leaders who are accountable for the rapid development of high-quality software applications. In DevOps for Digital Leaders, deep collective experience on both sides of the dev - ops divide informs the global thought le

AI at the Edge

Linux

Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target-from ultra-low powe

Machine Learning Yearning

Algorithms

AI is transforming numerous industries. Machine Learning Yearning, a free ebook from Andrew Ng, teaches you how to structure Machine Learning projects. This book is focused not on teaching you ML algorithms, but on how to make ML algorithms work. After reading Machine Learning Yearning, you will be able to: - Prioritize the most promising direction

Deep Learning for Coders with Fastai and PyTorch

Python

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent inte

Rational Cybersecurity for Business

Use the guidance in this comprehensive field guide to gain the support of your top executives for aligning a rational cybersecurity plan with your business. You will learn how to improve working relationships with stakeholders in complex digital businesses, IT, and development environments. You will know how to prioritize your security program, and