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Difficulty in writing DP-100 Exam

Microsoft Certified Azure Data Scientist Associate Certification exam has a higher rank in the Information Technology sector. Candidate can add the most powerful Microsoft DP-100 certification on their resume by passing Microsoft DP-100 exam. Microsoft DP-100 is a very challenging exam Candidate will have to work hard to pass this exam. With the help of 2Pass4sure provided the right focus and preparation material passing this exam is an achievable goal. 2Pass4sure provide the most relevant and updated Microsoft DP-100 exam dumps. Furthermore, We also provide the Microsoft DP-100 practice test that will be much beneficial in the preparation. Our aims to provide the best Microsoft DP-100 pdf exam dumps. We are providing all useful preparation materials such as Microsoft DP-100 exam dumps that had been verified by the Microsoft experts, Microsoft DP-100 braindumps and customer care service in case of any problem. These are things are very helpful in passing the exam with good grades.

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DP-100 Exam topics

Candidates must know the exam topics before they start of preparation. Because it will really help them in hitting the core. Our DP-100 exam dumps will include the following topics:

  • Develop models 40-45%
  • Define and prepare the development environment 15-20%
  • Perform feature engineering 15-20%
  • Prepare data for modeling 25-30%

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

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Microsoft DP-100: Requirements

The Microsoft DP-100 exam is created for the individuals who are involved in implementing machine learning techniques. The candidates for this certification test should have an in-depth knowledge of identifying and preparing the development environment, applying scientific data and rigor exploration techniques to acquire actionable insights along with communicating results to the stakeholders. They should also possess the skills in preparing data for modeling and developing models. In addition, they should also be able to apply machine learning techniques to train, deploy and evaluate models to build any AI solutions, which satisfy the business objectives.

Microsoft DP-100 Korean Exam Syllabus Topics:

SectionWeightObjectives
Explore data and train models35-40%- Optimize model performance
  • 1. Evaluate models
  • 2. Improve accuracy and performance
- Run experiments and train models
  • 1. Use automated machine learning
  • 2. Perform hyperparameter tuning
  • 3. Track experiments
- Prepare data for modeling
  • 1. Manage datasets and datastores
  • 2. Ingest and transform data
Deploy and retrain models10-15%- Monitor deployed models
  • 1. Track data drift
  • 2. Monitor model performance
- Implement retraining pipelines
  • 1. Manage ML pipelines
  • 2. Create scheduled retraining workflows
Design and prepare a machine learning solution20-25%- Prepare development environments
  • 1. Configure environments
  • 2. Use SDKs and notebooks
- Design an Azure Machine Learning workspace
  • 1. Configure security and access
  • 2. Configure workspace resources
  • 3. Manage compute resources
Prepare a model for deployment20-25%- Deploy machine learning models
  • 1. Deploy real-time inference endpoints
  • 2. Deploy batch inference pipelines
- Manage deployment assets
  • 1. Create inference configurations
  • 2. Register models

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