AI Blueprints: How to build and deploy AI business projects

Dr. Joshua Eckroth

  • 出版商: Packt Publishing
  • 出版日期: 2018-12-28
  • 定價: $1,380
  • 售價: 8.0$1,104
  • 語言: 英文
  • 頁數: 250
  • 裝訂: Paperback
  • ISBN: 1788992873
  • ISBN-13: 9781788992879
  • 相關分類: 人工智慧
  • 立即出貨 (庫存=1)

商品描述

The essential blueprints and workflow you need to build successful AI business applications

Key Features

  • Learn and master the essential blueprints to program AI for real-world business applications
  • Gain insights into how modern AI and machine learning solve core business challenges
  • Acquire practical techniques and a workflow that can build AI applications using state-of-the-art software libraries
  • Work with a practical, code-based strategy for creating successful AI solutions in your business

Book Description

AI Blueprints gives you a working framework and the techniques to build your own successful AI business applications. You'll learn across six business scenarios how AI can solve critical challenges with state-of-the-art AI software libraries and a well thought out workflow. Along the way you'll discover the practical techniques to build AI business applications from first design to full coding and deployment.

The AI blueprints in this book solve key business scenarios. The first blueprint uses AI to find solutions for building plans for cloud computing that are on-time and under budget. The second blueprint involves an AI system that continuously monitors social media to gauge public feeling about a topic of interest - such as self-driving cars. You'll learn how to approach AI business problems and apply blueprints that can ensure success.

The next AI scenario shows you how to approach the problem of creating a recommendation engine and monitoring how those recommendations perform. The fourth blueprint shows you how to use deep learning to find your business logo in social media photos and assess how people interact with your products. Learn the practical techniques involved and how to apply these blueprints intelligently. The fifth blueprint is about how to best design a 'trending now' section on your website, much like the one we know from Twitter. The sixth blueprint shows how to create helpful chatbots so that an AI system can understand customers' questions and answer them with relevant responses.

This book continuously demonstrates a working framework and strategy for building AI business applications. Along the way, you'll also learn how to prepare for future advances in AI. You'll gain a workflow and a toolbox of patterns and techniques so that you can create your own smart code.

What you will learn

  • An essential toolbox of blueprints and advanced techniques for building AI business applications
  • How to design and deploy AI applications that meet today's business needs
  • A workflow from first design stages to practical code solutions in your next AI projects
  • Solutions for AI projects that involve social media analytics and recommendation engines
  • Practical projects and techniques for sentiment analysis and helpful chatbots
  • A blueprint for AI projects that recommend products based on customer purchasing habits
  • How to prepare yourself for the next decade of AI and machine learning advancements

Who this book is for

Programming AI Business Applications provides an introduction to AI with real-world examples. This book can be read and understood by programmers and students without requiring previous AI experience. The projects in this book make use of Java and Python and several popular and state-of-the-art opensource AI libraries.

Table of Contents

  1. The AI Workflow
  2. Planning Cloud Infrastructure
  3. Making Sense of Feedback
  4. Recommending Products and Services
  5. Detecting Your Logo in Social Media
  6. Discovering Trends and Recognizing Anomalies
  7. Understanding Queries and Generating Responses
  8. Preparing for Your Future and Surviving the Hype Cycle

商品描述(中文翻譯)

AI藍圖:構建成功的AI商業應用所需的基本藍圖和工作流程

主要特點:
- 學習和掌握編寫真實商業應用的AI基本藍圖
- 瞭解現代AI和機器學習如何解決核心商業挑戰
- 掌握使用最先進軟件庫構建AI應用的實用技術和工作流程
- 以基於代碼的實用策略在您的業務中創建成功的AI解決方案

書籍描述:
《AI藍圖》為您提供了一個工作框架和技術,用於構建您自己成功的AI商業應用。您將通過六個商業場景瞭解AI如何使用最先進的AI軟件庫和周密的工作流程解決關鍵挑戰。在此過程中,您將發現從首次設計到完整編碼和部署的構建AI商業應用的實用技術。

本書中的AI藍圖解決了關鍵的商業場景。第一個藍圖使用AI找到雲計算的建設計劃,以確保按時且在預算範圍內完成。第二個藍圖涉及一個AI系統,不斷監測社交媒體以了解公眾對感興趣話題(如自動駕駛汽車)的情感。您將學習如何處理AI商業問題並應用藍圖以確保成功。

下一個AI場景向您展示了如何解決創建推薦引擎的問題並監測這些推薦的表現。第四個藍圖向您展示了如何使用深度學習在社交媒體照片中找到您的企業標誌並評估人們如何與您的產品互動。學習所涉及的實用技術以及如何智能應用這些藍圖。第五個藍圖是關於如何最佳設計您網站上的“熱門話題”部分,就像我們從Twitter上所熟悉的那樣。第六個藍圖展示了如何創建有用的聊天機器人,以便AI系統能夠理解客戶的問題並給出相關回答。

本書不斷展示了構建AI商業應用的工作框架和策略。在此過程中,您還將學習如何為未來的AI進步做好準備。您將獲得一個工作流程和一組模式和技術,以便您可以創建自己的智能代碼。

您將學到什麼:
- 構建AI商業應用的基本藍圖和高級技術的必備工具箱
- 如何設計和部署滿足當今商業需求的AI應用
- 從首次設計階段到下一個AI項目的實用代碼解決方案的工作流程
- 解決涉及社交媒體分析和推薦引擎的AI項目的解決方案
- 情感分析和有用聊天機器人的實用項目和技術
- 基於客戶購買習慣推薦產品的AI項目藍圖
- 如何為未來十年的AI和機器學習進步做好準備

本書適合對AI有興趣的人士,並提供了真實世界的示例。無需具備先前的AI經驗,程序員和學生都可以閱讀和理解本書。本書中的項目使用Java和Python以及幾個流行的和最先進的開源AI庫。