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DataWorks:Tutorials for different business scenarios

Last Updated:Jun 13, 2025

After you get started with DataWorks, you already have a basic command of some core features and the working procedure of DataWorks. This topic describes the usage of more DataWorks services and provides tutorials for different business scenarios.

Comprehensive example: User profile analysis

This tutorial uses a case of website user profile analysis to describe an end-to-end procedure from data synchronization, data development (data warehouse building), to data governance. DataWorks is used to quickly synchronize the information and behavior log data of website users and perform fine-grained cleansing on the information and log data to build a comprehensive model for website user profiles.

  • Tutorial link: Comprehensive case: Analysis of website user profiles

  • Compute engine required by the tutorial: MaxCompute, StarRocks, or E-MapReduce (EMR)

  • DataWorks services involved in the tutorial: Data Integration, Data Studio, Operation Center, Data Quality, Data Map, DataService Studio, and DataAnalysis

Tutorials for business scenarios that require different services

Data warehouse modeling and configuration

Tutorial

Description

Required compute engine

DataWorks service

Build and optimize a data warehouse

This tutorial describes how to optimize a data warehouse based on MaxCompute from aspects such as data research, data domain division, bus matrix building, and statistical metric definition.

MaxCompute

Data Modeling

Build a data warehouse for an enterprise based on AnalyticDB for MySQL

This tutorial describes how to build a data warehouse for an enterprise based on AnalyticDB for MySQL and perform operations such as O&M and metadata management.

AnalyticDB for MySQL

Data Integration

DataStudio

Operation Center

Data Map