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Microsoft Designing and Implementing a Data Science Solution on Azure Exam Certification Details:

Passing Score	700 / 1000
Schedule Exam	Pearson VUE
Exam Code	DP-100
Exam Price	$165 (USD)
Books / Training	DP-100T01-A: Designing and Implementing a Data Science Solution on Azure
Sample Questions	Microsoft Designing and Implementing a Data Science Solution on Azure Sample Questions
Duration	120 mins
Number of Questions	40-60
Exam Name	Microsoft Certified - Azure Data Scientist Associate

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

Microsoft DP-100 Exam Syllabus Topics:

Section	Weight	Objectives
Explore data and train models	35-40%	- 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 - Optimize model performance 1. Improve accuracy and performance 2. Evaluate models
Design and prepare a machine learning solution	20-25%	- Design an Azure Machine Learning workspace 1. Manage compute resources 2. Configure security and access 3. Configure workspace resources - Prepare development environments 1. Use SDKs and notebooks 2. Configure environments
Prepare a model for deployment	20-25%	- Manage deployment assets 1. Create inference configurations 2. Register models - Deploy machine learning models 1. Deploy batch inference pipelines 2. Deploy real-time inference endpoints
Deploy and retrain models	10-15%	- Implement retraining pipelines 1. Create scheduled retraining workflows 2. Manage ML pipelines - Monitor deployed models 1. Track data drift 2. Monitor model performance