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- Learning Microsoft Cognitive Services. Leverage Machine Learning APIs to build smart applications - Second Edition
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Learning Microsoft Cognitive Services. Leverage Machine Learning APIs to build smart applications - Second Edition
Ebook
Microsoft has revamped its Project Oxford to launch the all new Cognitive Services platform-a set of 30 APIs to add speech, vision, language, and knowledge capabilities to apps.
This book will introduce you to 24 of the APIs released as part of Cognitive Services platform and show you how to leverage their capabilities. More importantly, you'll see how the power of these APIs can be combined to build real-world apps that have cognitive capabilities. The book is split into three sections: computer vision, speech recognition and language processing, and knowledge and search.
You will be taken through the vision APIs at first as this is very visual, and not too complex. The next part revolves around speech and language, which are somewhat connected. The last part is about adding real-world intelligence to apps by connecting them to Knowledge and Search APIs.
By the end of this book, you will be in a position to understand what Microsoft Cognitive Service can offer and how to use the different APIs.
This book will introduce you to 24 of the APIs released as part of Cognitive Services platform and show you how to leverage their capabilities. More importantly, you'll see how the power of these APIs can be combined to build real-world apps that have cognitive capabilities. The book is split into three sections: computer vision, speech recognition and language processing, and knowledge and search.
You will be taken through the vision APIs at first as this is very visual, and not too complex. The next part revolves around speech and language, which are somewhat connected. The last part is about adding real-world intelligence to apps by connecting them to Knowledge and Search APIs.
By the end of this book, you will be in a position to understand what Microsoft Cognitive Service can offer and how to use the different APIs.
- 1. GETTING STARTED WITH MICROSOFT COGNITIVE SERVICES
- 2. ANALYZING IMAGES TO RECOGNIZE A FACE
- 3. ANALYZING VIDEOS
- 4. LETTING APPLICATIONS UNDERSTAND COMMANDS
- 5. SPEAK WITH YOUR APPLICATION
- 6. UNDERSTANDING TEXT
- 7. EXTENDING KNOWLEDGE BASED ON CONTEXT
- 8. QUERYING STRUCTURED DATA IN A NATURAL WAY
- 9. ADDING SPECIALIZED SEARCHES
- 10. CONNECTING THE PIECES
- 11. LUIS ENTITIES AND INTENTS
- 12. ADDITIONAL INFORMATION ON LINGUISTIC ANALYSIS
- 13. License Information
- Title: Learning Microsoft Cognitive Services. Leverage Machine Learning APIs to build smart applications - Second Edition
- Author: Leif Larsen
- Original title: Learning Microsoft Cognitive Services. Leverage Machine Learning APIs to build smart applications - Second Edition
- ISBN: 9781788623353, 9781788623353
- Date of issue: 2017-10-23
- Format: Ebook
- Item ID: e_15rf
- Publisher: Packt Publishing