Azure AI Services Essential Training

2h 20mIntermediate2025-01-07

Authors

Sahil Malik

Trainer, Microsoft and iOS Consultant, and Founder of Winsmarts.com

Course details

In this course, instructor Sahil Malik gives you an overview of the basic cognitive services available in Azure: vision, speech, language, language, search, content safety, translator, and document intelligence. Sahil explains these capabilities and ends with a working application for each service. The course wraps up with an overview of Azure AI foundry and where of where Azure AI fits in the AI ecosystem, with OpenAI, and other third party AI models. Take this course to gain a familiarity of the capabilities of Azure AI services and skills to build working applications using Azure AI services.

Skills covered

Azure AI ServicesCloud AdministrationAzureCloud PlatformsEssential TrainingCloud ComputingMicrosoft

Concepts

0. Introduction

01 - Become an Azure cognitive services MVP
02 - What you should know

1. Vision

03 - Understanding Azure AI vision services
04 - OCR service
05 - Image analysis
06 - Face service
07 - Video analysis
08 - Demo - Handwriting recognition with vision services

2. Speech

09 - Understanding Azure AI speech services
10 - Speech to text
11 - Text to speech
12 - Speaker recognition
13 - Translation
14 - Intent recognition
15 - Demo - Text to speech

3. Language

16 - Understanding Azure AI language services
17 - Extract information
18 - Summarize content
19 - Classify text
20 - Answer questions
21 - Understand conversations
22 - Demo - Key phrase extraction

4. Search

23 - Understanding Azure AI search
24 - AI enrichment
25 - Semantic ranking
26 - Vectors in AI search
27 - Demo - Build and use a search index

5. Content Safety

28 - Understanding Azure AI content safety
29 - Demo - Text moderation

6. Translator

30 - Understanding Azure AI translator services
31 - Demo - Language translation for text

7. Document Intelligence

32 - Understanding Azure AI Document Intelligence
33 - Document intelligence models

8. Azure AI Studio

34 - Understanding Azure AI Foundry
35 - Open AI
36 - Choosing the right AI model
37 - Popular AI models
38 - Demo - Build an app using a third-party model

Conclusion

39 - Learning more about Azure AI Services