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Career Path

Passing the Microsoft AI-100 exam and obtaining the corresponding certification will prove to be of great help in advancing your career. After successfully completing this test, you will get loads of career proposals. It will be easier for you to get a decent job and earn a much higher salary. Here are some of the positions you can apply for:

  • Customer Engineer
  • AI Engineer
  • AI Strategy Architect

Passing the Microsoft AI-100: Designing and Implementing an Azure AI Solution exam is required for anyone who wants to earn the Microsoft Certified: Azure AI Engineer Associate certification. This test evaluates the ability of the candidates to perform the following technical tasks: analyzing solution requirements; designing solutions; integrating AI models into solutions; and deploying and handling solutions.

Reference: https://www.microsoft.com/en-us/learning/exam-ai-100.aspx

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There are various topics that you will need to study to achieve success in the Microsoft AI-100 exam. All the domains included in this certification tests are as follows:

The first subject area that you will have to master is called Analyzing Solution Requirements. It makes up 25-30% of the exam content and consists of the following subdomains: recommending Azure Cognitive Services APIs to satisfy business requirements; mapping security requirements to tools, technologies, as well as processes; selecting the software, services, and storage necessary for supporting a solution.

The next section that you have to study is Designing an AI Solution that constitutes about 40-45% of the exam questions. It revolves around the subtopics, such as designing solutions that comprise one or more pipelines; designing solutions that utilize Cognitive Services; designing solutions that implement the Microsoft Bot Framework; designing the compute infrastructure to support a solution; designing for data governance, compliance, integrity, as well as security.

The last domain included in the Microsoft AI-100 exam is titled Implementing & Monitoring AI Solutions. It makes up the remaining 25-30% of the whole content. The subtopics covered here are the following: implementing an AI workflow; integrating AI services & solution elements; monitoring and assessing the AI environment.

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The Microsoft Designing and Implementing an Azure AI Solution Certification includes only one AI-100 Exam.

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Microsoft AI-100日本語 Exam Syllabus Topics:

SectionObjectives
Topic 1: Implement Knowledge Mining and Search Solutions- Azure Cognitive Search
  • 1. Indexing and querying data
    • 2. Skillsets and enrichment pipeline
      Topic 2: Responsible AI and Monitoring- AI ethics and governance
      • 1. Responsible AI principles
        • 2. Model monitoring and evaluation
          Topic 3: Implement Natural Language Processing (NLP)- Text analytics solutions
          • 1. Sentiment analysis
            • 2. Key phrase extraction
              - Language understanding solutions
              • 1. Intent recognition
                • 2. Entity extraction
                  Topic 4: Design AI Solutions on Azure- Select appropriate Azure AI services
                  • 1. Azure Machine Learning integration
                    • 2. Azure Cognitive Services selection
                      • 3. Knowledge mining solutions
                        - Design conversational AI solutions
                        • 1. Language understanding (LUIS concepts)
                          • 2. Azure Bot Service architecture
                            Topic 5: Implement Computer Vision Solutions- Image analysis and processing
                            • 1. Custom Vision training and deployment
                              • 2. Computer Vision API usage

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