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Microsoft 070-774 certification exam is a comprehensive assessment of a data scientist's ability to work with Azure Machine Learning. Candidates who pass the exam will have demonstrated their proficiency in building and deploying predictive models, exploring and transforming data, and managing experiments and data in the cloud. Perform Cloud Data Science with Azure Machine Learning certification can be a valuable credential for data scientists and developers who want to work with Azure Machine Learning and advance their careers in the field of data science.

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Microsoft 070-774 certification exam is a valuable credential for data scientists looking to advance their careers in cloud data science and machine learning. Candidates who wish to take the exam should have a solid understanding of the Azure environment, machine learning algorithms, and programming languages such as Python and R. Obtaining this certification can lead to better job prospects, higher salaries, and increased recognition in the industry.

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

Microsoft 070-774 Exam Syllabus Topics:

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

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