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AZURE AI 102 SYLLABUS

AZURE AI 102 Cohort

Registration and Payment for IntelliTect's Azure AI 102 Certification Cohort

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Course Information

  • Course Number: AI 102
  • Course Time and Location:
    • Time: Thursdays 11am to 1pm, PST
    • Duration: May 2nd 2024 – July 18th 2024
    • Location: Remote | Spokane Public Library, Downtown – 906 W Main

Course Description

This course is structured around preparing for the Azure AI 102 exam to become a Microsoft Certified Azure AI Engineer Associate. However, it also broadly covers the applications and limitations of current cloud-based AI offerings.

Weekly sessions will include walkthroughs, discussions, code samples, and demonstrations, with an emphasis on real-world applicability. Participants will be provided Microsoft-curated supplementary readings, as well as weekly example projects to optionally complete.

Course Objectives

By the end of this course, participants are expected to know how to:

  • Plan and manage an Azure AI solution
  • Implement decision support solutions
  • Implement computer vision solutions
  • Implement natural language processing solutions
  • Implement knowledge mining and document intelligence solutions
  • Implement generative AI solutions

Who Should Take This Course

This course is designed for three target audiences.

  1. People preparing for the AI 102 certification exam.
    • This group is expected to have some existing knowledge of Azure, as well as some familiarity with Python or C#.
    • This group should thoroughly review the supplementary reading, which is targeted for the exam.
  2. Developers seeking to learn how to integrate AI solutions into their applications.
    • This group is expected to have some existing knowledge of Azure, as well as some familiarity with Python or C#.
    • This group may also benefit from reading the supplementary reading materials, but should focus on completing weekly projects.
  3. People looking to see specific examples and better understand AI use-cases.
    • This group will benefit most directly from the weekly hybrid discussions and demonstrations.

Technologies Covered

Natural language processingKnowledge mining and document intelligenceComputer visionDecision supportGenerative AI
Text analysisAI SearchImage analysisContent safetyAzure OpenAI Service
Question answeringDocument IntelligenceVideo analysisContent moderationDALL-E image generation
Language understandingCustom Document IntelligenceImage classification
TranslationCustom skillsObject detection
Named entity recognitionFacial analysis
Custom text classificationOptical character recognition
SpeechAzure AI Video Indexer
Speech Translation

Course Schedule

Important! Apply for Azure OpenAI access early!

Learning Schedule

WeekDateLearning PathModules
1May 2, 2024Develop Natural Language Processing Solutions with Azure AI ServicesModule 1
2May 9, 2024Get Started with Azure AI Services
Create computer vision solutions with Azure AI vision
Modules 1-5
Module 1
3May 16, 2024Create computer vision solutions with Azure AI visionModules 2-4
4May 23, 2024Create computer vision solutions with Azure AI vision
Develop Decision Support Solutions with Azure AI Services
Module 5 (+ spatial analysis)
Module 1
5May 30, 2024Develop Natural Language Processing Solutions with Azure AI ServicesModule 2
6June 6, 2024Develop Natural Language Processing Solutions with Azure AI ServicesModule 3
holidayJuly 4, 2024
7June 13, 2024Develop Natural Language Processing Solutions with Azure AI ServicesModules 4-5
8June 20, 2024Develop Natural Language Processing Solutions with Azure AI ServicesModules 6-8
9June 27, 2024Implement Knowledge Mining with Azure AI SearchModules 1-5
10July 11, 2024Develop Solutions with Azure AI Document IntelligenceModules 1-5
11July 18, 2024Develop Generative AI solutions with Azure OpenAI ServiceModules 1-7
12July 25, 2024STUDY/REVIEW
** Subject to change

Additional Resources

Short video recaps:
https://learn.microsoft.com/en-us/shows/exam-readiness-zone/?terms=AI-102

Study guide:
https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/ai-102#skills-measured-as-of-march-28-2024

Practice Exam (at your own peril): https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-engineer/practice/assessment?assessment-type=practice&assessmentId=61&practice-assessment-type=certification&source=docs

AI 102 Exam Preparedness:

Exam Structure:

  • 45ish questions
  • multiple sections.
  • Need 700/1000 to pass.
  • The questions are lame.
  • “Open book”
    • Access to Microsoft Learn and Docs, but you will be very time constrained.

Types of questions to expect:

1.
You have a computer vision resource named contoso1 that is hosted in the West US Azure region. You need to use the smart cropping feature. How should you complete the API URL?

______/vision/3.1/

a. “api.projectoxford.ai”

b. “westus.api.cognitive.microsoft.com”

c. “contoso1.cognitiveservices.azure.com”

  1. What does this Content Moderator score suggest?
"Classification": {
    "ReviewRecommended": true,
    "Category1": {
        "Score": 0.99756889843889822
        },
    "Category2": {
        "Score": 0.12747249007225037
        },
    "Category3": {
        "Score": 0.98799997568130493
    }
}Code language: JavaScript (javascript)

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