Course Details
Course Details
What You'll Learn
Topic 1: Introduction to Data Quality Management Framework
- What is data quality?
- Overview of data quality management framework
- Impact of poor data quality
- Data quality dimensions
- Potential threats to data quality
Topic 2: Measuring Data Quality
- Data quality rules
- Data quality processes
- data profiling
- data parsing
- data standardization
- identity resolution
- data linkage
- data cleansing
- data enhancement
- data inspection and monitoring
- Metrics for measuring data quality.
- Trade-offs in data dimensions
Topics 3: Design Strategies for Maximizing Data Quality
- Data quality roles
- Data quality improvement process
- Data quality techniques and tools
- Data quality governance
- Data quality best practices.
- Data quality maximization strategies.
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 18-65 years old
Minimum Software/Hardware Requirement
Software:
TBD
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- Data Quality Manager
- Data Governance Specialist
- Data Steward
- Master Data Manager
- Business Intelligence Analyst
- Data Analyst
- Data Architect
- Data Integrity Specialist
- Data Profiling Specialist
- Quality Assurance Specialist (Data)
- Enterprise Data Manager
- Database Administrator
- Data Strategy Consultant
- Information Systems Analyst
- Data Compliance Specialist
- Data Quality Engineer
- Data Cleansing Specialist
- Risk Management Analyst (Data Focus)
- Data Monitoring Specialist
- IT Project Manager (Data Quality)
Trainers
Trainers
is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies
Review
Customer Reviews (9)
- Practical and relevant Review by Course Participant/Trainee
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Really enjoyed the training. The examples were relevant and the pace was just right. (Posted on 3/12/2025)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Good course materials Review by Course Participant/Trainee
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Excellent delivery and good balance between theory and practice. Learned a lot in a short time. (Posted on 1/15/2025)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Worth every cent Review by Course Participant/Trainee
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Very engaging session. The trainer patiently answered all our questions and gave useful tips. (Posted on 6/4/2024)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Engaging trainer Review by Course Participant/Trainee
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Very informative and interactive. The small class size meant we got a lot of personal attention. (Posted on 1/14/2024)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
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