As a candidate for this exam, you should have subject matter expertise in applying data science and machine learning to implement and run machine learning workloads on Azure.

Your responsibilities for this role include:

Designing and creating a suitable working environment for data science workloads.
Exploring data.
Training machine learning models.
Implementing pipelines.
Running jobs to prepare for production.
Managing, deploying, and monitoring scalable machine learning solutions.

As a candidate for this exam, you should have knowledge and experience in data science by using:

Azure Machine Learning
MLflow

You may be eligible for ACE college credit if you pass this certification exam. See ACE college credit for certification exams for details.

As a candidate for this exam, you should have subject matter expertise in building database solutions that are designed to support multiple workloads built with:

SQL Server on-premises
Azure SQL services

You’re a database administrator who manages on-premises and cloud databases built with SQL Server and Azure SQL services.

As the Azure database administrator, you implement and manage the operational aspects of cloud-native and hybrid data platform solutions built on SQL Server and Azure SQL services. You use a variety of methods and tools to perform and automate day-to-day operations, including applying knowledge of using Transact-SQL (T-SQL) and other tools for administrative management purposes.

You’re responsible for the following concerning database solutions:

Management
Availability
Security
Performance monitoring and optimization

You evaluate and implement migration strategies for moving databases between Azure and on-premises. Plus, you work with Azure data engineers, Azure solution architects, Azure developers, data scientists, and other professionals to manage operational aspects of data platform solutions.

As a candidate for this exam, you should have knowledge of and experience with:

Azure SQL Database
Azure SQL Managed Instance
SQL Server on Azure Virtual Machines (Windows and Linux)

As a candidate for this certification, you should have subject matter expertise in integrating, transforming, and consolidating data from various structured, unstructured, and streaming data systems into a suitable schema for building analytics solutions.

As an Azure data engineer, you help stakeholders understand the data through exploration, and build and maintain secure and compliant data processing pipelines by using different tools and techniques. You use various Azure data services and frameworks to store and produce cleansed and enhanced datasets for analysis. This data store can be designed with different architecture patterns based on business requirements, including:

Modern data warehouse (MDW)
Big data
Lakehouse architecture

As an Azure data engineer, you also help to ensure that the operationalization of data pipelines and data stores are high-performing, efficient, organized, and reliable, given a set of business requirements and constraints. You help to identify and troubleshoot operational and data quality issues. You also design, implement, monitor, and optimize data platforms to meet the data pipelines.

As a candidate for this certification, you must have solid knowledge of data processing languages, including:

SQL
Python
Scala

You need to understand parallel processing and data architecture patterns. You should be proficient in using the following to create data processing solutions:

Azure Data Factory
Azure Synapse Analytics
Azure Stream Analytics
Azure Event Hubs
Azure Data Lake Storage
Azure Databricks

You may be eligible for ACE college credit if you pass this certification exam. See ACE college credit for certification exams for details.

Skills measured

Design and implement data storage
Develop data processing
Secure, monitor, and optimize data storage and data processing

2... Step	3. Title	4. Optional training	5. Required exam	6. Certification earned
	Azure Data Scientist Associate		DP-100
22	Azure Data Engineer Associate		DP-203
33	Administering Azure SQL Solutions	10077	DP-300

Azure Data Scientist Associate SQL Solutions

Overview

Skills measured