This course is intended for software developers wanting to build AI infused applications that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. The course will use C# or Python as the programming language.
Student Testimonials
Instructor did a great job, from experience this subject can be a bit dry to teach but he was able to keep it very engaging and made it much easier to focus.
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Excellent presentation skills, subject matter knowledge, and command of the environment.
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Instructor was outstanding. Knowledgeable, presented well, and class timing was perfect.
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Prerequisites
Before attending this course, students must have:
Knowledge of Microsoft Azure and ability to navigate the Azure portal
Knowledge of either C# or Python
Familiarity with JSON and REST programming semantics
To gain C# or Python skills, complete the free Take your first steps with C# or Take your first steps with Python learning path before attending the course.
If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the Azure AI Fundamentals certification before taking this one.
Detailed Class Syllabus
Learning Path 1: Prepare for AI engineering
Prepare to develop AI solutions on Azure
Learning Path 2: Provision and manage Azure Cognitive Services
Create and consume Cognitive Services
Secure Cognitive Services
Monitor Cognitive Services
Deploy cognitive services in containers
Learning Path 3: Process and translate text with Azure Cognitive Services
Extract insights from text with the Language service
Translate text with the Translator service
Learning Path 4: Process and Translate Speech with Azure Cognitive Speech Services
Create speech-enabled apps with the Speech service
Translate speech with the speech service
Learning Path 5: Create a Language Understanding solution with Azure Cognitive Services
Build a Language Understanding model
Publish and use a Language Understanding app
Learning Path 6: Build a question answering solution
Build a question answering solution
Learning Path 7: Create conversational AI solutions
Create a bot with the Bot Framework SDK
Create a Bot with the Bot Framework Composer
Learning Path 8: Create computer vision solutions with Azure Cognitive Services
Analyze images
Analyze video
Classify images
Detect objects in images
Detect, analyze, and recognize faces
Learning Path 9: Extract text from images and documents
Read Text in Images and Documents with the Computer Vision Service
Extract data from forms with Form Recognizer
Learning Path 10: Implement knowledge mining with Azure Cognitive Search
Create an Azure Cognitive Search solution
Create a custom skill for Azure Cognitive Search
Create a knowledge store with Azure Cognitive Search
Enrich a search index using Language Studio
Implement advanced search features in Azure Cognitive Search
Build an Azure Machine Learning custom skill for Azure Cognitive Search
Search data outside the Azure platform in Azure Cognitive Search using Azure Data Factory
Maintain an Azure Cognitive Search solution