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商业与管理/商业分析与情报/数据治理

Data Quality Management: PDCA Improvement Framework (课程)

Completeness, Accuracy, Timeliness & Consistency | Roles, Business Rules, Techniques & Tools Step by Step

所有级别 • 38 讲座 • 终身无限畅学
Dr. Amar Massoud

认证硕士导师

Data Quality Management: PDCA Improvement Framework
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认识您的导师:Dr. Amar Massoud

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5.0 / 5.0
全球评级
美国英语
99 种语言字幕
2小时 44分
总内容

你将学到什么

Master steps to enhance data quality in real scenarios.
Develop skills to analyze and improve data processes.
Apply data governance principles using GreenScape Analytics case.
Implement practical strategies for ongoing data quality management.

课程内容

12 部分 • 38 讲座 • 02:44:59 总长度

The Act Phase

02:34

Step 10: Standardize Successful Data Quality Processes

05:17

Step 11: Adjust Plans Based on Analysis

04:09

Step 12: Commit to Continuous Data Quality Improvement

04:52

The Do Phase

02:11

Step 4: Implement the Data Quality Plan

05:37

Step 5: Execute Data Cleansing and Standardization

06:12

Step 6: Document the Process and any Issues

05:56

Data Quality Business Rules

06:54
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要求

No prior data quality experience is required.

Basic understanding of business or data concepts is helpful.

Interest in data governance and continuous improvement.

A willingness to learn data quality best practices.

目标受众

Professionals aiming to enhance their data quality skills.

IT governance enthusiasts seeking practical application insights.

Data analysts and database administrators looking for advancement.

Start-up employees needing to establish data governance frameworks.

关于本课程

This comprehensive course, "Improve your Data Quality Step by Step" is meticulously designed to guide learners through the intricacies of improving data quality within any organization. Anchored around the model company GreenScape Analytics, this course offers a hands-on approach to understanding and applying the principles of data quality and governance.

Learners will embark on a journey from grasping the foundational concepts of data quality to mastering advanced strategies for data analysis and process improvement. The course structure is built to ensure participants not only learn theoretical aspects but also apply these concepts in real-world scenarios, making the learning experience both engaging and practical.

Throughout this course, participants will learn to identify data quality issues, implement effective data governance strategies, and utilize tools and techniques for data quality improvement. By using GreenScape Analytics as a use case, learners will navigate through the challenges and solutions in enhancing data quality, providing them with valuable insights and skills that can be applied in various professional settings.

Designed for a wide range of learners, from beginners in data management to seasoned professionals looking to update their skills, this course promises to equip participants with the knowledge and tools necessary for successful data quality management. Join us to unlock your potential and elevate your data quality management skills to new heights.

职业发展机遇与目标岗位

掌握前沿实战技能,胜任全球高薪核心职位

就业就绪型课程
可申请的目标岗位

AI Solutions Engineer

Data Science Consultant

Machine Learning Practitioner

AI Workflow & Automation Specialist

预估年薪范围
$105,000 – $165,000 / yr
全球行业需求

Fastest Growing Worldwide (#1)

掌握的核心关键技能
Model Fine-Tuning & Evaluation
Data Pipelines & Vector Analysis
Applied Generative AI Architecture
Predictive Analytics & Deployment
* 估算数据基于全球科技行业薪酬基准与招聘市场报告。
认识您的讲师
Dr. Amar Massoud
5.0 评级
5 学生
查看完整主页
Dr. Amar Massoud
主要导师
PhD in computer science and IT manager with 36 years technical experience in various fields including IT Security, IT Governance, IT Service Management , Software Development, Project Management, Business Analysis and Software Architecture. I hold 80+ IT certifications such as : ITIL 4 Master, ITIL 3 Expert ISO 27001 Auditor, ComptIA Security+, GSEC, CEH, ECSA, CISM, CISSP, CISA PGMP, MSP PMP, PMI-ACP, Prince2 Practitioner, Praxis, Scrum Master COBIT 2019 Implementor, COBIT 5 Assessor/Implementer TOGAF certified Lean Specialist, VSM Specialist PMI RMP, ISO 31000 Risk Manager, ISO 22301 Lead Auditor PMI-PBA, CBAP Lean Six Sigma Black Belt, ISO 9001 Implementer Azure Administrator, Azure DevOps Expert, AWS Practitioner And many more....

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