Succeeding with AI

Krunic, Veljko

  • 出版商: Manning
  • 出版日期: 2020-06-22
  • 定價: $1,650
  • 售價: 9.0$1,485
  • 語言: 英文
  • 頁數: 250
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1617296937
  • ISBN-13: 9781617296932
  • 相關分類: 人工智慧
  • 立即出貨 (庫存 < 3)

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商品描述

Many AI projects are in progress today, and many of them will fail. This book helps you avoid starting an AI project that's doomed to failure and shows you how to lead the right AI project toward the business results.

Conventional wisdom tells us that the determinant of success or failure of an AI project is the project team's in-depth knowledge of AI technology. It is not. Overfocus on technology, paired with a vague understanding of the actions leaders must take for their AI projects to succeed, causes unrealistic expectations and poor business results. Believing that success with AI is determined solely by technical prowess confounds an enabler with a capability. Although you do need to have technical skills on your team for your AI project to succeed technically, to implement AI in your business, you also need to link technology with business goals. Only humans can do that, and this book shows you how.

Succeeding with AI helps you make your AI projects predictable, successful, and profitable. It's filled with practical techniques for running AI projects that ensure they're cost-effective and focused on the right business goals.

About the technology

Succeeding with AI requires talent, tools, and money. So why do many well-funded, state-of-the-art projects fail to deliver meaningful business value? Because talent, tools, and money aren't enough: You also need to know how to ask the right questions. In this unique book, AI consultant Veljko Krunic reveals a tested process to start AI projects right, so you'll get the results you want.

About the book

Succeeding with AI sets out a framework for planning and running cost-effective, reliable AI projects that produce real business results. This practical guide reveals secrets forged during the author's experience with dozens of startups, established businesses, and Fortune 500 giants that will help you establish meaningful, achievable goals. In it you'll master a repeatable process to maximize the return on data-scientist hours and learn to implement effectiveness metrics for keeping projects on track and resistant to calcification.

What's inside

You will learn:
 

  • How do you recognize an AI project that will fail business-wise, even if it is technically successful?
  • How do you make money for your organization by using AI?
  • How do you find actionable uses of AI in your organization?
  • How do you manage your AI project to get optimal business results?   
  • How do you measure the success of your AI efforts in business terms?
  • How do you quickly determine if your technical approach is capable of delivering the intended business results?
  • Which part of your current technical solution you should improve to get the best business results?

商品描述(中文翻譯)

許多AI專案正在進行中,其中許多將會失敗。本書幫助您避免開展注定失敗的AI專案,並指導您如何引導正確的AI專案以取得商業成果。

傳統智慧告訴我們,AI專案的成功或失敗取決於專案團隊對AI技術的深入了解。但事實並非如此。過度關注技術,並對領導者在AI專案中必須採取的行動模糊理解,會導致不切實際的期望和糟糕的商業成果。認為僅憑技術能力就能成功AI專案,將一個促成者與一個能力混為一談。雖然在AI專案中確實需要團隊具備技術能力以實現技術上的成功,但要在業務中實施AI,您還需要將技術與業務目標相結合。只有人類才能做到這一點,而本書將向您展示如何實現。

《成功AI》幫助您使AI專案可預測、成功且有利可圖。本書充滿了實用技巧,可確保運行AI專案時具有成本效益並專注於正確的業務目標。

關於技術

要成功AI,需要人才、工具和資金。那麼為什麼許多資金充足且先進的專案無法提供有意義的商業價值?因為人才、工具和資金不足以解決問題:您還需要知道如何提出正確的問題。在這本獨特的書中,AI顧問Veljko Krunic揭示了一個經過驗證的過程,以正確開展AI專案,從而獲得您想要的結果。

關於本書

《成功AI》提供了一個框架,用於規劃和運行成本效益高、可靠的AI專案,以產生真正的商業成果。這本實用指南揭示了作者在與數十家初創企業、成熟企業和財富500強企業合作的經驗中獲得的秘訣,將幫助您確立有意義且可實現的目標。在本書中,您將掌握一個可重複使用的過程,以最大程度地提高數據科學家的工作效益,並學習實施有效性指標,以確保專案進展順利且不會僵化。

內容包括

您將學到:

- 如何辨識商業上注定失敗的AI專案,即使在技術上成功。
- 如何通過使用AI為組織賺錢。
- 如何在組織中找到可行的AI應用。
- 如何管理您的AI專案以獲得最佳的商業成果。
- 如何以商業術語衡量您的AI努力的成功。
- 如何快速確定您的技術方法是否能夠實現預期的商業成果。
- 您應該改進當前技術解決方案的哪一部分以獲得最佳的商業成果。

作者簡介

Veljko Krunic is an independent data science consultant who has worked with companies that range from startups to Fortune 10 enterprises. He holds a PhD in Computer Science and an MS in Engineering Management, both from the University of Colorado at Boulder. He is also a Six Sigma Master Black Belt.

作者簡介(中文翻譯)

Veljko Krunic是一位獨立的數據科學顧問,曾與從初創企業到財富10強企業的公司合作。他擁有科羅拉多大學波德分校的計算機科學博士學位和工程管理碩士學位。他還是一位六西格瑪黑帶專家。