Beyond Algorithms: Delivering AI for Business

0
(0)

Beyond Algorithms: Delivering AI for Business
 

  • Author:David PorterJames LukePadmanabhan Santhanam
  • Length: 286 pages
  • Edition: 1
  • Publisher: Chapman & Hall
  • Publication Date: 2022-05-30
  • ISBN-10: 0367622416
  • ISBN-13: 9780367622411
  • Download:Register/Login to Download
  • Buy Print:Buy from amazon


    Book Description

    With so much artificial intelligence (AI) in the headlines, it is no surprise that businesses are scrambling to exploit this exciting and transformative technology. Clearly, those who are the first to deliver business-relevant AI will gain significant advantage.

    However, there is a problem! Our perception of AI success in society is primarily based on our experiences with consumer applications from the big web companies. The adoption of AI in the enterprise has been slow due to various challenges. Business applications address far more complex problems and the data needed to address them is less plentiful. There is also the critical need for alignment of AI with relevant business processes. In addition, the use of AI requires new engineering practices for application maintenance and trust.

    So, how do you deliver working AI applications in the enterprise?

    Beyond Algorithms: Delivering AI for Business answers this question. Written by three engineers with decades of experience in AI (and all the scars that come with that), this book explains what it takes to define, manage, engineer, and deliver end-to-end AI applications that work. This book presents

    • Core conceptual differences between AI and traditional business applications
    • A new methodology that helps to prioritise AI projects and manage risks
    • Practical case studies and examples with a focus on business impact and solution delivery
    • Technical Deep Dives and Thought Experiments designed to challenge your brain and destroy your weekends

    中文:

    书名:超越算法:为企业提供人工智能

    随着人工智能(AI)登上新闻头条,企业争先恐后地利用这项令人兴奋的变革性技术也就不足为奇了。显然,那些最先提供与业务相关的人工智能的人将获得显著的优势。

    然而,有一个问题!我们对人工智能在社会上成功的看法主要基于我们使用大型网络公司的消费者应用程序的经验。由于各种挑战,人工智能在企业中的采用一直很缓慢。业务应用程序解决的问题要复杂得多,解决这些问题所需的数据也不那么丰富。还迫切需要使人工智能与相关业务流程保持一致。此外,人工智能的使用需要新的工程实践来维护和信任应用程序。

    那么,如何在企业中交付可用的AI应用程序呢?

    超越算法:为商业提供人工智能回答了这个问题。这本书由三位在人工智能领域拥有数十年经验(以及随之而来的所有伤痕)的工程师撰写,解释了定义、管理、设计和交付可工作的端到端人工智能应用程序所需的条件。这本书献给

    • 人工智能与传统业务应用程序之间的核心概念差异
    • 一种新的方法,有助于确定人工智能项目的优先顺序并管理风险
    • 实际案例研究和示例,重点关注业务影响和解决方案交付
    • 技术深度潜水和思维实验,旨在挑战你的大脑,毁掉你的周末
  • 下载电子版:下载地址
  • 购买纸质版:亚马逊商城

    点击星号评分!

    平均分 0 / 5. 投票数: 0

    还没有投票!请为他投一票。

  • 推荐阅读

    评论 抢沙发

    评论前必须登录!

     

    登录

    找回密码

    注册