Deep Learning with Azure: Building and Deploying Artificial Intelligence Solutions on the Microsoft AI Platform
暫譯: 使用 Azure 深度學習:在 Microsoft AI 平台上構建和部署人工智慧解決方案
Mathew Salvaris
- 出版商: Apress
- 出版日期: 2018-08-25
- 售價: $2,520
- 貴賓價: 9.5 折 $2,394
- 語言: 英文
- 頁數: 312
- 裝訂: Paperback
- ISBN: 1484236785
- ISBN-13: 9781484236789
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相關分類:
Microsoft Azure、人工智慧、DeepLearning
海外代購書籍(需單獨結帳)
商品描述
Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer.
Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no longer a question of should I build AI into my business, but more about where do I begin and how do I get started with AI?
Written by expert data scientists at Microsoft, Deep Learning with the Microsoft AI Platform helps you with the how-to of doing deep learning on Azure and leveraging deep learning to create innovative and intelligent solutions. Benefit from guidance on where to begin your AI adventure, and learn how the cloud provides you with all the tools, infrastructure, and services you need to do AI.
What You'll Learn
- Become familiar with the tools, infrastructure, and services available for deep learning on Microsoft Azure such as Azure Machine Learning services and Batch AI
- Use pre-built AI capabilities (Computer Vision, OCR, gender, emotion, landmark detection, and more)
- Understand the common deep learning models, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), generative adversarial networks (GANs) with sample code and understand how the field is evolving
- Discover the options for training and operationalizing deep learning models on Azure
Who This Book Is For
Professional data scientists who are interested in learning more about deep learning and how to use the Microsoft AI platform. Some experience with Python is helpful.
商品描述(中文翻譯)
獲得有關微軟 AI 平台的最新資訊。學習如何利用開放且強大的工具和服務來創新和加速,將人工智慧帶給每位資料科學家和開發者。
人工智慧 (AI) 是新常態。深度學習演算法和硬體的創新正在快速發展。現在不再是「我是否應該」將 AI 應用於我的業務,而是「我該從哪裡開始」以及「我該如何開始使用 AI」的問題。
本書由微軟的專家資料科學家撰寫,使用微軟 AI 平台進行深度學習 幫助您了解如何在 Azure 上進行深度學習,並利用深度學習創造創新和智能的解決方案。獲得有關如何開始您的 AI 冒險的指導,並了解雲端如何為您提供進行 AI 所需的所有工具、基礎設施和服務。
您將學到什麼
- 熟悉微軟 Azure 上可用於深度學習的工具、基礎設施和服務,例如 Azure 機器學習服務和 Batch AI
- 使用預建的 AI 功能(計算機視覺、光學字符識別、性別、情感、地標檢測等)
- 了解常見的深度學習模型,包括卷積神經網絡 (CNN)、遞迴神經網絡 (RNN)、生成對抗網絡 (GAN),並附有範例代碼,了解該領域的演變
- 探索在 Azure 上訓練和運行深度學習模型的選項
本書適合誰
對深度學習及如何使用微軟 AI 平台感興趣的專業資料科學家。具備一些 Python 經驗將會有所幫助。