文件名称：The Executive’s How-To Guide to Automation
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更新时间：2022-01-29 18:50:34
Algorithms
The Executive’s How-To Guide to Automation: Mastering AI and Algorithm-Driven Business By 作者: George E. Danner ISBN-10 书号: 3319997882 ISBN-13 书号: 9783319997889 Edition 版本: 1st ed. 2019 出版日期: 2019-01-04 pages 页数: (165) From driverless cars to pilotless planes, many functions that have previously required human labor can now be performed using artificial intelligence. For businesses, this use of AI results in reduced labor costs and, even more important, creating a competitive advantage. How does one look at any organization and begin the work of automating it in sensible ways? This book provides the blueprint for automating critical business functions of all kinds. It outlines the skills and technologies that must be brought to bear on replicating human-like thinking and judgment in the form of algorithms. Many believe that algorithm design is the exclusive purview of computer scientists and experienced programmers. This book aims to dispel that notion. An algorithm is merely a set of rules, and anyone with the ability to envision how different components of a business can interact with other components already has the ability to work in algorithms. Though many fear that the use of automation in business means human labor will no longer be needed, the author argues that organizations will re-purpose humans into different roles under the banner of automation, not simply get rid of them. He also identifies parts of business that are best targeted for automation. This book will arm business people with the tools needed to automate companies, making them perform better, move faster, operate cheaper, and provide great lasting value to investors. Part l. Our Automated Future 1. Automation is Here 2. The Economic Case for Automation 3. The Molecules of Automation: Algorithms Partl.(Digital) Nuts and Bolts 4. What ls Automat-able and What is Not? 5. Diagrammatic Decomposition of Corporate Functions 6. The Technology Suite of Automation 7. Building an Automaton from a Diagram Blueprint 8. Testing and Validation: Dear Rubber, Meet Road Part ll. Institutionalizing Automation 9. Automation as a Business Strategy 10. Automating an Entire Corporation: Baby Steps on a Long Road 11. Where Do We Put the Humans? 12. Automation Sandboxes 13. The Corporation as an Algorithm Factory 14. Monetizing a Tapestry of Algorithms 15. What Could Possibly Go Wrong? 16. Your Turn Back Matter