AI-102T00 Designing and Implementing a Microsoft Azure AI Solution
8/17/2021 - 8/20/20219/28/2021 - 10/1/202111/10/2021 - 11/12/2021COURSE LENGTH:
9:00am - 4:30pm
AI-102 Designing and Implementing an Azure AI Solution 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.
AUDIENCE AND PREREQUISITES
Software engineers?concerned with building, managing and deploying AI solutions that leverage?Azure Cognitive Services,?Azure Cognitive Search, and?Microsoft Bot Framework.?They are familiar with C# or Python and have knowledge on using?REST-based APIs?to build?computer vision, language analysis, knowledge mining,?intelligent search,?and conversational?AI solutions on Azure. 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
*Course Cost listed does not include the cost of courseware. Please refer to your Invoice for the additional cost. If you have any questions, please contact us (email@example.com or 207-775-0244). Course is subject to minimum enrollment. If minimum is not met this class may run as Virtual Instructor Led (VILT).
After completing this course, students will be able to: Describe considerations for AI-enabled application development Create, configure, deploy, and secure Azure Cognitive Services Develop applications that analyze text Develop speech-enabled applications Create applications with natural language understanding capabilities Create QnA applications Create conversational solutions with bots Use computer vision services to analyze images and videos Create custom computer vision models Develop applications that detect, analyze, and recognize faces Develop applications that read and process text in images and documents Create intelligent search solutions for knowledge miningModule 1: Introduction to AI on Azure Introduction to Artificial Intelligence Artificial Intelligence in AzureModule 2: Developing AI Apps with Cognitive Services Getting Started with Cognitive Services Using Cognitive Services for Enterprise Applications Lab : Get Started with Cognitive Services Lab : Manage Cognitive Services Security Lab : Monitor Cognitive Services Lab : Use a Cognitive Services ContainerModule 3: Getting Started with Natural Language Processing Analyzing Text Translating Text Lab : Analyze Text Lab : Translate TextModule 4: Building Speech-Enabled Applications Speech Recognition and Synthesis Speech Translation Lab : Recognize and Synthesize Speech Lab : Translate SpeechModule 5: Creating Language Understanding Solutions Creating a Language Understanding App Publishing and Using a Language Understanding App Using Language Understanding with Speech Lab : Create a Language Understanding App Lab : Create a Language Understanding Client Application Lab : Use the Speech and Language Understanding ServicesModule 6: Building a QnA Solution Creating a QnA Knowledge Base Publishing and Using a QnA Knowledge Base Lab : Create a QnA SolutionModule 7: Conversational AI and the Azure Bot Service Bot Basics Implementing a Conversational Bot Lab : Create a Bot with the Bot Framework SDK Lab : Create a Bot with Bot Framework ComposerModule 8: Getting Started with Computer Vision Analyzing Images Analyzing Videos Lab : Analyze Images with Computer Vision Lab : Analyze Video with Video IndexerModule 9: Developing Custom Vision Solutions Image Classification Object Detection Lab : Classify Images with Custom Vision Lab : Detect Objects in Images with Custom VisionModule 10: Detecting, Analyzing, and Recognizing Faces Detecting Faces with the Computer Vision Service Using the Face Service Lab : Detect, Analyze, and Recognize FacesModule 11: Reading Text in Images and Documents Reading text with the Computer Vision Service Extracting Information from Forms with the Form Recognizer service Lab : Read Text in Images Lab : Extract Data from FormsModule 12: Creating a Knowledge Mining Solution mplementing an Intelligent Search Solution Developing Custom Skills for an Enrichment Pipeline Creating a Knowledge Store Lab : Create an Azure Cognitive Search solution Lab : Create a Custom Skill for Azure Cognitive Search Lab : Create a Knowledge Store with Azure Cognitive Search