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  • Total Questions: 65
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Perform Cloud Data Science with Azure Machine learning 70-774 Dumps will include below mentioned topics with Exam focused percentage

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

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Overview about Overview about MICROSOFT 70-774 Exam

  • Registration Fee: 165 USD
  • Passing Score: 70-80%
  • Length of Examination: 120 minutes
  • Number of Questions: 40-60
  • Format: Multiple choice, multiple answer

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

Microsoft 070-774 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Operationalize and Manage Azure Machine Learning Services25%- Consume models and APIs
  • 1. Use Cognitive Services APIs
    • 2. Call deployed web services
      - Manage workspaces and experiments
      • 1. Share and collaborate
        • 2. Create and organize projects
          - Deploy models as web services
          • 1. Configure endpoints and access
            • 2. Publish to Azure ML Studio
              Topic 2: Prepare Data for Analysis in Azure Machine Learning30%- Perform feature engineering
              • 1. Normalize and scale features
                • 2. Create derived features
                  - Cleanse and transform data
                  • 1. Remove duplicates and inconsistent entries
                    • 2. Handle missing values and outliers
                      - Explore and summarize data
                      • 1. Generate statistical summaries
                        • 2. Visualize data distributions
                          - Import and export data
                          • 1. Connect to Azure storage and databases
                            • 2. Import from files and external sources
                              • 3. Export results and datasets
                                Topic 3: Develop Machine Learning Models35%- Select appropriate algorithms
                                • 1. Supervised learning methods
                                  • 2. Unsupervised learning methods
                                    - Train and tune models
                                    • 1. Configure parameters
                                      • 2. Split training and test sets
                                        - Validate and evaluate models
                                        • 1. Perform cross-validation
                                          • 2. Use accuracy, precision, recall, AUC
                                            Topic 4: Use Other Services for Machine Learning10%- Work with Microsoft Cognitive Toolkit
                                            - Use SQL Server R Services
                                            - Leverage Cortana Intelligence Gallery
                                            - Integrate with HDInsight

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