Microsoft 070-774 Exam Collection - Perform Cloud Data Science with Azure Machine Learning

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Perform Cloud Data Science with Azure Machine learning 70-774 Dumps will include below mentioned topics with Exam focused percentage

  • Prepare Data for Analysis in Azure Machine Learning and Export from Azure Machine Learning: 20-25%
  • Use Other Services for Machine Learning: 20-25%
  • Operationalize and Manage Azure Machine Learning Services: 20-25%
  • Develop Machine Learning Models: 20-25%

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

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Microsoft 070-774 Exam Syllabus Topics:

SectionObjectives
Topic 1: Deploy and manage models- Operationalization
  • 1. Monitor deployed models
    • 2. Update and retrain models
      - Model deployment in Azure
      • 1. Deploy to Azure web services
        • 2. Batch inference pipelines
          Topic 2: 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
                  Topic 3: Prepare and process data for Azure Machine Learning- Data ingestion and storage
                  • 1. Connect to Azure storage services
                    • 2. Import data into Azure Machine Learning datasets
                      - Data preparation and transformation
                      • 1. Transform features for modeling
                        • 2. Clean missing or inconsistent data
                          Topic 4: Develop machine learning models- Training models in Azure Machine Learning
                          • 1. Use Azure ML Studio experiments
                            • 2. Train models using Python or R scripts
                              - Select and implement algorithms
                              • 1. Unsupervised learning models
                                • 2. Supervised learning models

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