Organizations are increasingly evaluated against the GB/T 36073-2018 (DCMM) national standard, where 'Data Quality' is a core capability area. Training ensures teams can implement the profiling and remediation steps necessary to reach higher maturity levels required for government contracts.
Virtual Training
Data Science, AI, and Advanced Analytics
Data Preparation and Cleaning Online Course
Join our virtual, live instructor-led session and master Data Preparation and Cleaning Training from anywhere in the world.
5 Days
Duration
Live Online
Delivery
12 Dates
Available
Certificate
Included
Master data preparation and cleaning to improve data quality, accelerate analysis, and support reliable reporting through practical workflows.
Upcoming Virtual Training Schedules
Join from anywhere in the world with our live instructor-led sessions
| Code | Start Date | End Date | Duration | Fee | |
|---|---|---|---|---|---|
| DCP-02 | Mon - Fri (5 Days) | USD 1,050 | Reserve my seat → Register my team → | ||
| DCP-02 | Mon - Fri (5 Days) | USD 1,050 | Reserve my seat → Register my team → | ||
| DCP-02 | Mon - Fri (5 Days) | USD 1,050 | Reserve my seat → Register my team → | ||
| DCP-02 | Mon - Fri (5 Days) | USD 1,050 | Reserve my seat → Register my team → | ||
| DCP-02 | Mon - Fri (5 Days) | USD 1,050 | Reserve my seat → Register my team → | ||
| DCP-02 | Mon - Fri (5 Days) | USD 1,050 | Reserve my seat → Register my team → |
Here's What You'll Learn
Each module tackles real challenges you face in your role
1
Data Quality Foundations
2
Data Profiling and Audit
3
Excel Cleaning Workflows
4
SQL Preparation Rules
5
Missing Data Treatment
6
Standardization and Transformation
7
Automation and Handover
Market-specific guidance for China
A country-aware view of the pressures, proof points, and practical tools that shape how this course applies locally.
Tools and platforms relevant to this field
5Field-relevant examples that may be featured in training where they support the confirmed scope. Exact coverage depends on participant needs and delivery format.
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DataWorks Alibaba CloudThe dominant platform in China for data integration, cleaning, and governance, specifically designed to meet local regulatory requirements for data classification.
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FineBI FanRuanA leading domestic BI tool widely used for self-service data preparation and visual cleaning by business analysts in China.
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OceanBase Ant GroupA distributed relational database used for high-concurrency financial data processing where data consistency and integrity are critical.
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Kingdee Cloud Cosmic KingdeeUsed by large enterprises for ERP-integrated data cleaning and master data management (MDM).
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WeData Tencent CloudA comprehensive data development and governance platform used for managing data lifecycles and quality checks.
Real-World Case Studies from China
2-
Digital Transformation and Data Governance 2019China Merchants Bank (CMB)
CMB utilized Alibaba Cloud's DataWorks and MaxCompute to build a unified data governance platform, focusing on cleaning and standardizing massive volumes of fragmented financial data to support real-time marketing and risk decisions.
Improved data processing efficiency and established a 'lightweight' fintech infrastructure that supports Bank 3.0 mobile services.
View source -
Big Data Governance Migration 2023Babytree
The maternity and infant care platform migrated its legacy data centers to a cloud-based governance solution to resolve high operating costs and poor data management performance.
Implemented a full operational link from collection to cleaning, significantly improving task performance and reducing annual operating costs.
View source
Where this course runs
Data Preparation and Cleaning Training is delivered in the cities below — pick the one that fits your schedule.
