Nishith Pathak - Artificial Intelligence for .NET: Speech, Language, and Search: Building Smart Applications with Microsoft Cognitive Services APIs
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Get introduced to the world of artificial intelligence with this accessible and practical guide. Build applications that make intelligent use of language and user interaction to better compete in todays marketplace. Discover how your application can deeply understand and interpret content on the web or a users machine, intelligently react to direct user interaction through speech or text, or make smart recommendations on products or services that are tailored to each individual user.
With Microsoft Cognitive Services, you can do all this and more utilizing a set of easy-to-use APIs that can be consumed on the desktop, web, or mobile devices. Developers normally think of AI implementation as a tough task involving writing complex algorithms. This book aims to remove the anxiety by creating a cognitive application with a few lines of code. There is a wide range of Cognitive Services APIs available. This book focuses on some of the most useful and powerful ways that your application can make intelligent use of language.
Artificial Intelligence for .NET: Speech, Language, and Search will show you how you can start building amazing capabilities into your applications today.
What Youll Learn- Understand the underpinnings of artificial intelligence through practical examples and scenarios
- Get started building an AI-based application in Visual Studio
- Build a text-based conversational interface for direct user interaction
- Use the Cognitive Services Speech API to recognize and interpret speech
- Look at different models of language, including natural language processing, and how to apply them in your Visual Studio application
- Reuse Bing search capabilities to better understand a users intention
- Work with recommendation engines and integrate them into your apps
Developers working on a range of platforms, from .NET and Windows to mobile devices. Examples are given in C#. No prior experience with AI techniques or theory is required.
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- User : Computer, whats my schedule like today?
- Software : You have quite a packed day today, with back-to-back meetings from 10 am to 1:30 pm and again from 3 pm to 7 pm.
- User : Computer, did I miss the match? Whats the score?
- Software : Its 31 minutes into the Barcelona vs. Real Madrid football match. Your favorite team, Barcelona, has not scored yet. The score is 0-1.
- User : Holy cow! Who scored from Real?
- Software : Cristiano Ronaldo scored the first goal in the 10th minute.
- User : Thats not looking good. Whats his goals tally this season?
- Software : So far, Ronaldo has scored 42 goals for his club and 13 for his country.
- User : Thats impressive. I hope poor Messi catches up soon.
- User : Computer, thanks for the update.
- Software : You are welcome.
- Software : Dont forget to check back for the score after half an hour. Based on ball possession and shots-on-target stats, theres a 73% chance of Barcelona scoring in the next 20 minutes.
- Truth vs. fiction
- History and evolution
- Microsoft and AI
- Basic concepts
- Cognitive, machine learning, deep learning, NLP, NLU, etc.
- Illustrative diagrams and references (where possible)
- Microsoft Cognitive Services
- talk about all five cognitive groups
- How you can use it in your own software
- The future and beyond
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