Microsoft DP-100 Exam Topics

Microsoft DP-100 Exam Overview :

Exam Name:	Designing and Implementing a Data Science Solution on Azure
Exam Code:	DP-100
Certifications:	Microsoft Azure Data Scientist Associate Certification
Actual Exam Duration:	100 minutes
Expected no. of Questions in Actual Exam:	40
Exam Registration Price:	$165
See Expected Questions:	Microsoft DP-100 Expected Questions in Actual Exam

Microsoft DP-100 Exam Objectives :

Section	Weight	Objectives
Design and prepare a machine learning solution	20-25%	Design a machine learning solution Create and manage resources in an Azure Machine Learning workspace Create and manage assets in an Azure Machine Learning workspace
Explore data, and run experiments	20-25%	Use automated machine learning to explore optimal models Use notebooks for custom model training Automate hyperparameter tuning
Train and deploy models	25-30%	Run model training scripts Implement training pipelines Manage models Deploy a model
Optimize language models for AI applications	25-30%	Prepare for model optimization Optimize through prompt engineering and Prompt flow Optimize through Retrieval Augmented Generation (RAG) Optimize through fine-tuning
Official Information		https://www.microsoft.com/en-us/learning/exam-dp-100.aspx

Updates in the Microsoft DP-100 Exam Topics:

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