相關主題
商品描述
AI is one of the fastest growing corners of the tech world. But there remains one big problem: many AI projects fail. The fact is that AI is unique among IT projects. The technology requires a different mindset, in terms of understanding probabilities, data structures and complex algorithms. There is also a need to deal with complex issues like ethics and privacy.
This is where Implementing AI Systems comes in. You'll learn the step-by-step process for successful implementations of AI, backed up with numerous case studies from top companies. This book puts everything you need to know into one place - that is, it's the handbook you need for AI. You'll focus primarily on understanding the core concepts for AI like NLP, Machine Learning, Deep Learning and so on.
This book will help you find the right areas to apply AI.
What You'll Learn
Who This Book Is For
Primarily for managers, IT professionals and executives of mid-size and large companies wanting to implement AI in their organization.
This is where Implementing AI Systems comes in. You'll learn the step-by-step process for successful implementations of AI, backed up with numerous case studies from top companies. This book puts everything you need to know into one place - that is, it's the handbook you need for AI. You'll focus primarily on understanding the core concepts for AI like NLP, Machine Learning, Deep Learning and so on.
This book will help you find the right areas to apply AI.
What You'll Learn
- Put together an effective data strategy
- Create models and how to successfully test them
- Evaluate AI tools
- Assemble the right team
- Scale AI across an organization
Who This Book Is For
Primarily for managers, IT professionals and executives of mid-size and large companies wanting to implement AI in their organization.
商品描述(中文翻譯)
AI 是科技領域中增長最快的領域之一。然而，仍然存在一個重大問題：許多 AI 項目失敗。事實上，AI 在 IT 項目中是獨一無二的。這項技術需要不同的思維方式，特別是在理解概率、數據結構和複雜算法方面。此外，還需要處理倫理和隱私等複雜問題。
這就是《Implementing AI Systems》的用武之地。您將學習成功實施 AI 的逐步過程，並有來自頂尖公司的眾多案例研究作為支持。本書將您需要了解的所有內容集中在一起——也就是說，它是您所需的 AI 手冊。您將主要專注於理解 AI 的核心概念，如自然語言處理 (NLP)、機器學習、深度學習等。
本書將幫助您找到應用 AI 的正確領域。
您將學到的內容：
- 制定有效的數據策略
- 創建模型及如何成功測試它們
- 評估 AI 工具
- 組建合適的團隊
- 在整個組織中擴展 AI
本書適合對象：
主要針對希望在其組織中實施 AI 的中型和大型公司的經理、IT 專業人士和高層主管。
作者簡介
Tom Taulli has been developing software since the 1980s. In college, he started his first company, which focused on the development of e-learning systems. He created other companies as well, including Hypermart.net that was sold to InfoSpace in 1996. Along the way, Tom has written columns for online publications such as BusinessWeek.com, TechWeb.com, and Bloomberg.com. He also writes posts on Artificial Intelligence for Forbes.com and is the adviser to various companies in the space. You can reach Tom on Twitter (@ttaulli) or through his website (Taulli.com) where he has an online course on AI.
作者簡介(中文翻譯)
湯姆·陶利（Tom Taulli）自1980年代以來一直從事軟體開發。在大學時期，他創立了第一家公司，專注於電子學習系統的開發。他還創立了其他公司，包括於1996年賣給InfoSpace的Hypermart.net。在這段過程中，湯姆為多個線上出版物撰寫專欄，如BusinessWeek.com、TechWeb.com和Bloomberg.com。他還為Forbes.com撰寫有關人工智慧的文章，並擔任該領域多家公司的顧問。您可以在Twitter上聯繫湯姆（@ttaulli）或通過他的網站（Taulli.com）聯繫他，該網站上有關於人工智慧的線上課程。
