AI-100: Designing & Implementing Azure AI Solutions- AI-100T01-A Training Course

Day 1:

Module 1: Azure Fundamentals

1. What’s Cloud Computing?
2. Introduction to Azure & Azure account
3. Azure portal & services overview- compute & storage
4. Security, responsibility, policies and trust in Azure
5. Cost estimation in Azure

Module 2: Building Intelligent Cloud Applications

1. Serverless architectures
2. Leveraging pretrained models
3. Continuous Delivery- scaling, security, monitoring

Day 2:

Module 3: Intro to AI on Azure

1. AI solutions & services in Azure
   • Cognitive Services APIs
   • Bot Framework
   • Machine Learning services in Azure

Module 4: Hands on with Machine Learning Studio

1. ML Studio account deep dive
2. Building ML Studio experiments
3. Training- Testing and Publishing ML Studio experiments
4. Infering models as Web services- Batch and Real time
5. Business Scenario hands on using ML Studio

Day 3:

Module 5: Azure Cognitive Speech Services

1. Using Cognitive Services Speech to Text translation
2. Speaker Recognition API usage
3. Business Scenario deep dive using Speech Services

Module 6: Azure Cognitive Vision Services

1. Face detection and recognition using Computer Vision API
2. Image processing with Computer Vision
3. Image classification with Custom Vision
4. Business scenario deep dive using Computer Vision

Day 4:

Module 7: Creating Intelligent Bots using Azure Bot service

1. Natural interaction bot using Cognitive Services
2. Bot Integration with Speech, Search, Language Understanding, QnA, Vision
3. Bot deployment connecting to external channels
4. Business scenario implementation using Bot service 

  Summary and Conclusion