Cognitive Computing Recipes: Artificial Intelligence Solutions Using Microsoft Cognitive Services and TensorFlow
暫譯: 認知計算食譜:使用 Microsoft Cognitive Services 和 TensorFlow 的人工智慧解決方案
Adnan Masood, Adnan Hashmi
- 出版商: Apress
- 出版日期: 2019-03-28
- 定價: $1,398
- 售價: 8.0 折 $1,118
- 語言: 英文
- 頁數: 411
- 裝訂: Paperback
- ISBN: 1484241053
- ISBN-13: 9781484241059
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相關分類:
DeepLearning、TensorFlow、人工智慧
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相關翻譯:
認知計算攻略 : 使用 Cognitive Services 和 TensorFlow (簡中版)
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商品描述
Solve your AI and machine learning problems using complete and real-world code examples. Using a problem-solution approach, this book makes deep learning and machine learning accessible to everyday developers, by providing a combination of tools such as cognitive services APIs, machine learning platforms, and libraries.
Along with an overview of the contemporary technology landscape, Machine Learning and Deep Learning with Cognitive Computing Recipes covers the business case for machine learning and deep learning. Covering topics such as digital assistants, computer vision, text analytics, speech, and robotics process automation this book offers a comprehensive toolkit that you can apply quickly and easily in your own projects. With its focus on Microsoft Cognitive Services offerings, you’ll see recipes using multiple different environments including TensowFlow and CNTK to give you a broader perspective of the deep learning ecosystem.
What You Will Learn
- Build production-ready solutions using Microsoft Cognitive Services APIs
- Apply deep learning using TensorFlow and Microsoft Cognitive Toolkit (CNTK)
- Solve enterprise problems in natural language processing and computer vision
- Discover the machine learning development life cycle – from formal problem definition to deployment at scale
Who This Book Is For
Software engineers and enterprise architects who wish to understand machine learning and deep learning by building applications and solving real-world business problems.
商品描述(中文翻譯)
解決您的人工智慧和機器學習問題,使用完整且真實的程式碼範例。本書採用問題解決的方法,使深度學習和機器學習對日常開發者變得可及,提供一系列工具,如認知服務 API、機器學習平台和函式庫。
本書除了概述當前的技術環境外,還涵蓋了機器學習和深度學習的商業案例。涵蓋數位助理、計算機視覺、文本分析、語音和機器人流程自動化等主題,本書提供了一個全面的工具包,您可以快速輕鬆地應用於自己的專案。由於專注於 Microsoft Cognitive Services 的產品,您將看到使用多種不同環境(包括 TensorFlow 和 CNTK)的範例,讓您對深度學習生態系統有更廣泛的了解。
您將學到的內容:
- 使用 Microsoft Cognitive Services API 建立生產就緒的解決方案
- 使用 TensorFlow 和 Microsoft Cognitive Toolkit (CNTK) 應用深度學習
- 解決自然語言處理和計算機視覺中的企業問題
- 探索機器學習開發生命週期——從正式的問題定義到大規模部署
本書適合對象:
希望通過構建應用程式和解決真實商業問題來理解機器學習和深度學習的軟體工程師和企業架構師。