Conversational AI and Knowledge Mining with Microsoft Cognitive Services

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Compiled samples for Conversational AI and Knowledge Mining with Microsoft Cognitive Services. This slide deck is used in Microsoft Technology Summit 2019, Haliç Congress Center.

Tecnología

İbrahim Kıvanç
Sr. Software Engineer
Microsoft EMEA
@ikivanc
Microsoft Yapay Zeka Servisleri

2
Ajanda
Microsoft Cognitive Services
▪ Intelligence
– Conversational AI
▫ Digital Assistants (ChatBots)
▫ Language Understanding
▫ Intelligent Search
▫ Multiple Knowledge Bases
– Knowledge Mining
▫ Document Cracking
▫ Name-Entity Recognition
▫ OCR
▫ Search
Etkinlik boyunca bildirimleri
anlık olarak alabilmek için
Microsoft Kaizala indirin.

Microsoft AI breakthroughs
Vision Speech Language

Machine Learning on Azure
Sophisticated pretrained models
To accelerate solution development with easy to use pretrained models
Productive services
Empower your development teams
Powerful infrastructure
Accelerate time to value
Vision Speech Language Search
Azure
Databricks
Azure
Machine Learning
Machine Learning
VMs
Cognitive Services
Popular frameworks
Build sophisticated deep learning solutions
TensorFlow KerasPytorch Onnx
…

Conversational AI: Azure Bot Service + Cognitive Services

https://github.com/ikivanc/Digital-Travel-Assistant

https://www.qnamaker.ai/Edit/KnowledgeBase?kbId=b4c21e65-309e-4c4e-
818b-0fb9ce84ffc2
https://products.office.com/tr-tr/business/microsoft-
office-365-frequently-asked-questions

https://github.com/ikivanc/Bot-Framework-v4-with-Azure-Search

https://github.com/ikivanc/Microsoft-Cognitive-Services---Computer-Vision

https://github.com/ikivanc/OCRVisualizer

Documents Cutting-edge AI Fully text-searchable
rich index
Knowledge mining with Azure Search

Conversational AI and Knowledge Mining with Microsoft Cognitive Services

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https://twitter.com/ikivanc http://blog.microsoft.com.tr/?p=28641 Windows 10 IoT Core Geçtiğimiz günlerde Raspberry Pi 2 ve MinnowBoard Max için Windows 10 IoT Core sürümünü büyük bir heyecanla kullanıma sunduk. Sürüme genel bir bakış atıyoruz. Tüm dünyada olduğu gibi Türkiye’den de pek çok firma, Windows 10 IoT Core sürümünü test ederek kendi ekosistemlerinde kullanmak için çalışmalara başladı. Windows 10 IoT Core temelinde küçük ve gömülü sistemleri, ekranlı veya ekransız kullanımlı cihazları hedefleyen kompakt bir Windows sürümü. Windows 10 IoT Core sayesinde çok daha küçük cihazlarda da Windows 10 ‘u çalıştırabiliyoruz. Nerelerde kullanılır? Önümüzdeki günlerde ATM’lerde, kiosk’larda, otomatik satış makinelerinde, akıllı ev sistemlerinde ve günlük hayatta pek çok noktada bu cihazları görmemiz muhtemel. Teknik detaylar Windows 10 IoT Core sürümü konusundaki bilgileri ve örnek referans projeleri Windows IoT Geliştirme Merkezi’nde bulabilirsiniz. Kullanmak istediğiniz devre kartını seçerek, gerekli geliştirme araçlarını indirebilir ve istediğiniz uygulamaları geliştirmeye başlayabilirsiniz. Windows 10 IoT Core’u kullanarak uygulama geliştirmek için Windows 10 son sürümü (10240 ve sonrası sürümler) ve Visual Studio 2015’i indirmeniz yeterli. Uygulama geliştirmek için tek yapmanız gereken IoT cihazınız ve geliştirme yaptınız bilgisayarın aynı ağ bağlantısında bulunması yeterli. Cihaz üzerindeki Windows’larda alışık olduğumuz Windows arayüzü bulunmadığı için uygulama geliştirdiğiniz PC’nizden bu cihazları yönetebilirsiniz. Windows 10 PC/Tablet ve telefon için geliştirdiğiniz Universal Windows Platform uygulamalarınızda istediğiniz takdirde farklı arayüzler tanımlayabilirsiniz. Son sürümü çıkar çıkmaz ben de Raspberry Pi 2 cihazımda Window 10 IoT Core’u test ederek ilk uygulamalarımı geliştirdim, ilk deneyimlerim ise aşağıdaki şekilde oldu: ◦Öncelikle sensörlerle haberleşebilmek için temel elektronik devreler bilgilerinizin olması gerekmekte. ◦Daha öncesinde .NET, C# ve XAML ile uygulama geliştirme deneyimiz varsa çok rahat bir şekilde IoT çözümler geliştirebildiğinizi görebilirsiniz. ◦Windows 10 için özel geliştirdiğiniz Universal Windows Platform uygulamalarınızı direkt olarak IoT cihazlarınızın üzerine yükleyebilmek gerçekten güzel bir deneyim. Burada dikkat edilmesi gereken nokta kullanım senaryosundaki uyumluluk ve arayüzün (eğer ekran kullanacaksanız) buna uyumlu olarak çalışması. ◦Bulut tarafında Windows IoT Core ile Azure servislerine çok rahat bir şekilde bağlarak, tıpkı Windows mağaza uygulamalarınızda olduğu gibi arkasında Azure olan çözümler geliştirebilirsiniz. ◦Visual Studio ve PowerShell aracılığıyla cihaza kolay bir şekilde uygulamanızı yükleyebilir ve cihaz yönetim/konfigurasyonu yapabiliyorsunuz. Sonraki yazılarımızda bunlara detaylı bir şekilde eğileceğiz. Daha fazla detaylı bilgi için resmi blog yazısını okuyabilirsiniz. http://blog.microsoft.com.tr/?p=28641

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1. İbrahim Kıvanç Sr. Software Engineer Microsoft EMEA @ikivanc Microsoft Yapay Zeka Servisleri

2. 2 Ajanda Microsoft Cognitive Services ▪ Intelligence – Conversational AI ▫ Digital Assistants (ChatBots) ▫ Language Understanding ▫ Intelligent Search ▫ Multiple Knowledge Bases – Knowledge Mining ▫ Document Cracking ▫ Name-Entity Recognition ▫ OCR ▫ Search Etkinlik boyunca bildirimleri anlık olarak alabilmek için Microsoft Kaizala indirin.

3. Microsoft AI breakthroughs Vision Speech Language

4. Machine Learning on Azure Sophisticated pretrained models To accelerate solution development with easy to use pretrained models Productive services Empower your development teams Powerful infrastructure Accelerate time to value Vision Speech Language Search Azure Databricks Azure Machine Learning Machine Learning VMs Cognitive Services Popular frameworks Build sophisticated deep learning solutions TensorFlow KerasPytorch Onnx …

5. Conversational AI: Azure Bot Service + Cognitive Services

7. https://github.com/ikivanc/Digital-Travel-Assistant

9. https://github.com/ikivanc/Digital-Travel-Assistant

10. https://github.com/ikivanc/Digital-Travel-Assistant

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12. https://www.qnamaker.ai/Edit/KnowledgeBase?kbId=b4c21e65-309e-4c4e- 818b-0fb9ce84ffc2 https://products.office.com/tr-tr/business/microsoft- office-365-frequently-asked-questions

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14. https://github.com/ikivanc/Bot-Framework-v4-with-Azure-Search

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17. https://github.com/ikivanc/Microsoft-Cognitive-Services---Computer-Vision

18. https://github.com/ikivanc/OCRVisualizer