Certified Data & Analytics Tester
Data & Analytics United – Certified Data & Analytics Tester (DAU – CDAT) is a 2-day interactive certification course to help you develop the skills and knowledge to survive as a tester in a data and analytics environment. Participants will learn how to utilize embedded structured testing in order to reach and improve the quality goals in their everyday work.
At Data & Analytics United, we recognize the importance and added value of (big) data and analysis in your business model. As the prioritization of data grows – we aim to increase the trust that can be enabled by testers when supplying and evaluating reliable, complete, and continuous on-time information delivery.
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Format
Instructor-Led
online Program
Start Date
Instructor-Led
program on
Feb 04-05, 2023
About the Course
A Certified Data & Analytics Tester is not only able to define a vision and test strategy, but also apply it to an efficient test approach in data-oriented environments and projects. They are also familiar with the essential test specification techniques that are required in data and analytics projects.
Successful DAU – CDAT participants are able to distinguish between different data quality attributes, measure these differences and apply essential data profiling techniques. They will also understand the intricate privacy aspects of the data that is associated with the given test environments and apply this to their data and analytics testing.
DAU Certified Data & Analytics Tester has been designed for test engineers, test coordinators, business analysts, data leads, data warehouse developers and business intelligence consultants.
Course Outline
1. Introduction to Business Intelligence (BI) and Data & Analytics (DA)
- Business Intelligence
- Challenges when turning corporate data into information
- Data Warehouse
- Data Mart
- Data Lake
- Data Analytics
- Big Data
- Data Mining
- OLTP vs OLAP
- Reporting and Data
- Visualization
- Data Modeling
- The ETL-Process
- Internationalization and Localization
3. Test Techniques
- What are test techniques
- Different techniques
- Mapping techniques on a BI & DA Environment
5. Data Quality
- Quality
- Quality Characteristics
- Data Quality Characteristics
- Data Profiling
2. Data & Analytics Testing Strategy
- Testing and Test Methodologies
- BI & DA Testing in a traditional approach
- BI & DA Testing in an agile approach
- Risk based Testing in a BI & DA environment
- Testing Roles and Skills
- Set-up a test-strategy and approach in a BI environment
4. BI Testing
- Reports- and Dashboards Testing
- Testing of OLAP Cubes
- Testing the Data Model
- Testing in Data Mining
- Completeness Testing
- Transformation Testing
- E2E testing
6. Environmental Needs
- Test environments according to DTAP
- Multidimensional DTAP in a BI environment
- Impact of Security Standards like ISO/IEC 27001 on Analytics Testing
- Impact of Privacy Regulations on Testing in the Analytics Environment
- Encryption methodologies for Anonymization and Pseudonymization
- Common Pitfalls using Production Data
Certifications
Know your coach
Dr. Srinivas Padmanabhuni
Chief Technology Officer, Verity Software
About the Instructor
Dr. Srinivas Padmanabhuni is a PhD in Artificial Intelligence from the University of Alberta, Edmonton, Canada.
Awarded the title of “Eminent Engineer” by the renowned organization “Institution of Engineers” (IEI). Excellence award for Innovation at Infosys, Research excellence award at the University of Alberta, and Merit award at IIT Kanpur.
Ex-president of ACM India, the top professional organization of computing professionals, he is currently the Chief Mentor for Tarah technologies, an AI consulting company through which he does marquee training and strategic consulting work in AI.
Co-founder of CityMandi.com a next-generation AI-enabled mart B2B startup in Food Tech, he is also a Governance Board member of Totalstart.
He is a guest professor at IIT Tirupati. He specializes in areas of software engineering, AI and Machine Learning.
He likes Browsing, Reading Indian Mythology, Debating.
Tools Covered
FAQ’s
This is a 2 full day course which will start at 09:30 AM and end at 05:30 PM on all the 2 days.
No. We do not provide any tools with this course.
Yes this certification is valid for lifetime.
No, we do not provide placement.
The maximum batch size is 20 members in one batch.
Yes post training support will be provided, you can contact the trainers for any queries which you may have.
No, coding is not a prerequisite.
We strongly recommend that the participants attend the batch which they have specifically registered for. There can be exceptions in case of emergencies but the difference in fee(if any) will have to be borne by the participant.
No we do not provide refunds upon cancellation.
Yes we can arrange for an in-house batch for your company given there are a minimum of 10 participants per batch.
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