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Last Updated: Sep 30, 2026

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The Microsoft 070-774 exam tests the candidate's ability to use Azure Machine Learning to build and deploy machine learning models in the cloud, perform data preparation tasks, and manage and monitor their experiments. Candidates are also tested on their knowledge of machine learning concepts such as regression, clustering, and classification, as well as their ability to select the appropriate algorithm for a given task.

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Microsoft 070-774 certification exam is designed for individuals who want to demonstrate their proficiency in performing cloud data science tasks using Azure Machine Learning. 070-774 exam verifies a candidate's ability to use various Azure Machine Learning tools and services to develop and deploy machine learning models in a cloud environment.

Reference: https://www.microsoft.com/en-us/learning/exam-70-774.aspx

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Microsoft 070-774 Exam Syllabus Topics:

SectionObjectives
Evaluate and optimize models- Model evaluation techniques
  • 1. ROC and AUC analysis
    • 2. Accuracy, precision, recall, F1 score
      - Model tuning and improvement
      • 1. Hyperparameter tuning
        • 2. Feature selection and engineering
          Develop machine learning models- Select and implement algorithms
          • 1. Supervised learning models
            • 2. Unsupervised learning models
              - Training models in Azure Machine Learning
              • 1. Use Azure ML Studio experiments
                • 2. Train models using Python or R scripts
                  Deploy and manage models- Operationalization
                  • 1. Update and retrain models
                    • 2. Monitor deployed models
                      - Model deployment in Azure
                      • 1. Deploy to Azure web services
                        • 2. Batch inference pipelines
                          Prepare and process data for Azure Machine Learning- Data preparation and transformation
                          • 1. Transform features for modeling
                            • 2. Clean missing or inconsistent data
                              - Data ingestion and storage
                              • 1. Connect to Azure storage services
                                • 2. Import data into Azure Machine Learning datasets
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