Advanced Data Modelling with Qlik Sense
Elevate your Qlik Sense expertise with our advanced course on Data Model Transformation. Dive into key topics like synthetic keys, table joins, set analysis, and security management to optimize and secure your Qlik Sense applications.
- Available in:
- Malaysia
- Upcoming intakes:
- Aug 31, 2025
- Sep 1, 2025
- Sep 2, 2025
- Sep 3, 2025
- Sep 4, 2025
- Sep 5, 2025
- Sep 6, 2025
- Sep 7, 2025
- Sep 8, 2025
- Sep 9, 2025
- Sep 10, 2025
- Sep 11, 2025
- Sep 12, 2025
- Sep 13, 2025
- Sep 14, 2025
- Sep 15, 2025
- Sep 16, 2025
- Sep 17, 2025
- Sep 18, 2025
- Sep 19, 2025
- Sep 20, 2025
- Sep 21, 2025
- Sep 22, 2025
- Sep 22, 2025
- Sep 23, 2025

Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Subsidies

What you'll learn
- Comprehend concatenation rules and methods to control table merges.
- Understand and resolve synthetic keys and circular references in Qlik Sense.
- Apply joining techniques to merge multiple tables without redundancy.
- Implement performance considerations for optimal Qlik Sense app development.
- Manage application security using section access and dynamic data reduction.
- Master set analysis including expressions, identifiers, modifiers, and operators.
- Leverage preceding load operations for better data model efficiency.
- Effectively use mapping tables to simplify complex data relationships.
Why should you attend?
Advance your data modeling skills with Qlik Sense by understanding the intricacies of transforming data models. Learn to address synthetic keys and circular references, which are crucial for maintaining clean and efficient data structures. Master the art of mapping tables to streamline complex relationships and utilize preceding loads for optimized data processing. Explore the powerful technique of joining tables to consolidate data sources effectively. 'n' Delve into concatenation principles, learning both how to prevent unwanted merges and enforce concatenation rules when beneficial. Broaden your expertise with additional data model and interface concepts such as set analysis, expressions, identifiers, modifiers, and operators. Gain insights into development considerations that impact performance and app size, ensuring your applications run smoothly. Finally, secure your Qlik Sense applications with section access techniques, implementing best practices for app optimization and dynamic data reduction strategies.
Course Syllabus
Day 1
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Ratings and Reviews
Instructor
Tarun Sukhani is a distinguished professional trainer and consultant with nearly 30 years of experience in the IT and business sectors, having worked internationally across AMER, APAC, and EMEA. His expertise spans a wide array of domains such as Agile methodologies (Scrum, SAFe, Kanban), enterprise architecture frameworks like TOGAF and COBIT, IT service management standards including ITIL and ISO27001, as well as cybersecurity certifications like CISO and CISSP. Tarun's proficiency extends to project management frameworks such as PRINCE2 and PMP, along with cutting-edge technologies in Big Data analytics using Hadoop and Spark, data science with Python or R, and data visualization tools like Tableau. Tarun has held numerous senior development and executive roles including CIO/CTO positions where he managed large-scale IT operations for multinational corporations such as Dell, AMD, and Experian. His leadership skills have been instrumental in enhancing business operations across various functions including HR, Finance, Operations, Sales, Risk Management, Engineering/Manufacturing, and Accounting. He has also contributed significantly to regional conglomerates like Indra in the Asia Pacific region. A passionate educator at heart, Tarun has facilitated training workshops throughout Asia Pacific countries such as Malaysia, Indonesia, Philippines, Thailand, and Singapore. His training sessions cover a broad spectrum of topics from project management to strategic leadership and soft skills development. Additionally, he specializes in advanced technical subjects like software architecture design patterns for reactive microservices architectures on cloud platforms. Tarun's academic credentials are equally impressive; he graduated summa cum laude with an MSc in Information Systems and an MBA in Finance and Operations Management from Loyola University Chicago. He holds multiple Bachelor's degrees in Biology, Math & Computer Science alongside Business Administration. Further enriching his knowledge base are certifications as an Agile/Scrum trainer; Java/.NET programmer; Machine Learning specialist; InfoSec expert; Business Intelligence professional; complemented by advanced studies in AI & Blockchain from prestigious institutions like MIT & Stanford. His client portfolio includes renowned organizations such as Western Digital/Sandisk for machine learning product management projects; Singtel & CIMB for agile product development initiatives; Tenaga Nasional & JPJ for agile project management engagements among others. Tarun's dynamic approach combined with his deep-rooted passion for developing people makes him a sought-after speaker at international conferences where he shares insights on digital transformation strategies.
Instructor
Hadia Yousaf is a highly experienced IT trainer with an extensive background in Statistics, Research, Business Administration, Banking, Finance, and Economics. Currently working as a Data Scientist and Data Science Trainer, Hadia has developed expertise in Python, SQL, Machine Learning related to Business Analytics and Big Data Analytics Data Visualisation. She has proven experience working with large data sets and analytic tools, showcasing her capabilities in Statistical Analysis using Time Series and Panel Data, statistical modeling, and Machine Learning. Hadia is a HRDF Certified Trainer (TTT) and Virtual Learn Caster (VLC), certified from Malaysia. She boasts of a diverse career path which includes 2 years as a Data Scientist/Data Science Trainer, 8 years of research work as a PhD researcher, 3 years as a Senior Banking Services Officer at Allied Bank Ltd., Pakistan, 1 year as an IT Intern under the Pakistan Government Internship Program and 1 year of teaching experience as a Course Instructor. Her current role at The Center of Applied Data Science involves creating data pipelines to collect, clean, normalise and load data for statistical analysis and hypothesis testing. With an expected Ph.D. in Industrial & Development Economics from Universiti Utara Malaysia by December 2022, Hadia's academic journey also includes an MBA in Banking & Finance and a Bachelor's degree in Information Technology. Her profound understanding of statistical and machine learning concepts combined with high standard coding practices positions her as an accomplished professional in the field. As a dedicated professional willing to work remotely or travel abroad, she prides herself on her excellent English language skills.
Instructor
Tasmeea Rahman is a highly skilled and versatile professional with a rich background in both academia and industry. Currently serving as a Freelance Corporate Trainer at Abundent in Kuala Lumpur, Malaysia, Tasmeea specializes in developing content and providing training on a wide array of subjects including Machine Learning, Data Analysis with Python, MS Excel, Power BI, Minitab, Jaspersoft, Apache Superset, TIBCO Spotfire, and various electrical and mechanical 2D/3D design tools such as AutoCAD and Autodesk Fusion 360. Her role also encompasses project management training. Previously, Tasmeea worked as an Adjunct Lecturer at Leading University in Sylhet, Bangladesh where she was involved in curriculum development and delivering engaging lectures on electrical and electronics courses. She has hands-on experience in teaching subjects like electrical circuits, VLSI design, digital signal processing, and microprocessors. Before her academic stint, she served as a Design Engineer at ALCOVE in Dhaka, Bangladesh where she was responsible for providing electrical and architectural drawings along with planning and executing projects. Tasmeea holds a Ph.D. in Project Management from Universiti Putra Malaysia with a perfect CGPA of 4.00/4.00. She also earned a Master of Engineering Management from the same university and an MBA in Marketing from the University of Dhaka. Her educational foundation is built on a Bachelor's Degree in Electrical and Electronics Engineering from United International University in Bangladesh. In addition to her formal education, Tasmeea has several certifications including Train the Trainer Certification from HRD Corp and Agile Project Management Certifications from Google via Coursera. She is proficient in multiple engineering software tools and programming languages including MATLAB, AutoCAD, C++, Assembly language, and Python. Fluent in both Bengali and English, Tasmeea is committed to continuous learning and professional development.
Minimum Qualification
Target Audience
Methodologies
Course Reviews
Trainer was very helpful and willing to provide additional examples when requested.
Trainer was very supportive. Good class overall!
Instructor Reviews
He was indeed very skilled, knowledgeable and passionate in the data science realm. I was impressed with his business know-how (how the world economy works and how all things can be explain with data, with/without bias) and technical skills in converting data into insights. I will not hesitate to recommend Tarun for any data science related training as I would like to attend more classes myself to learn from the best of the best.
I attended one of Tarun's Data Science course in Jakarta (CDSS). He was a professional trainer & very knowledgeable in Data Science. In his course, Tarun gave many practical examples & valuable information regarding how to conduct Data Science & it's related components (e.g. Software & Deployment Architecture). In addition to those lessons, he also gave very useful insights on building a career as a Data Scientist.
Attended "Blockchain Training: An Overview for Business Professionals" conducted by Dr. Tarun. The reference materials are very comprehensive and an excellent means of conveying information. I was very impressed with how this technology works and adapted into business
He shared his professional insights on data science with a sense of humor that cleared up so many of my questions about the content and real-world applications. Information, tools, and resources given are very useful
His knowledge of multiple subjects exceeds far greater than that of any IT or non-IT person I have met or interacted with in a long time. The breadth and depth of the subject matter he has acquired is exemplary.
Training with Tarun has been awesome. He’s super knowledgable, funny, empathetic and a great educator in general. As someone who didn’t come from a computer science background, his teachings didn’t make me feel stupid or impossible to eventually arrive at being a competent developer. I could understand him as he communicates well & has helped me see the big picture of the computer science field beyond the scope of syntaxes. If you similarly did not come from a CS background and hope to transition into the world of programming but struggle to learn on your own, understand all the foreign & abstract concepts and connect the dots, I think the right person to guide you on your journey would make a big difference. Having someone who’s deep in the field with many years of experience narrow and communicate the relevant areas to focus would also close a big gap from having to struggle and figure out a lot of things on your own. Being able to maintain your interest during your learning journey is important too, thus finding that someone is important. All in all, I would wholeheartedly recommend Tarun and the backend course I took.
Tarun is a results-driven & inspirational technology leader with a clear vision, direction, and broad-based technology expertise. He is passionate, intuitive, engaged, pragmatic, systematic, agile. His experiences span from small start-ups to complex, global companies, from being technical lead to technical strategist to being the leader of larger group of architecture and engineering teams. Much of his experiences are in the area of Java, Scala, Machine Learning, Neural Networks, Cloud Computing, Data Science and what not. I am truly amazed to experience his breadth & depth of technological expertise and pleasure to be part of his team.
Tarun is very passionate on the domains and gave numerous insights to support critical business decisions and develop data products to transform daily encounters and processes. He was a professional trainer & very knowledgeable in Data Science. His material is presented through a sequence of brief lectures, interactive demonstrations, great hands-on exercises, and discussions.
We’ve been collaborated many times in doing courses for the accountants. He spoke to quiet number of event in our company with various topic regards to accountants need. The collaboration was very smooth and his session definitely made a huge impact on our success. Mr Tarun is a great Professional!
Mr. Tarun is a driven, hardworking, and knowledgeable entrepreneur in his field." A broad-minded trainer who embraces change and inspires people to do better every day. Mr. Tarun sets a good example by being enthusiastic and dedicated, and he inspires and motivates others. I am delighted to be working for such personnel
I cannot say enough positive things about Hadia. She not only makes data science easier to comprehend, she somehow magically manages to make it fun as well. They truly look forward to seeing her each and every time which speaks volumes about her ability to combine clear instruction with a warm and supportive environment.
I appreciated the fresh viewpoint on some crucial issues. Hadia, as always, keeps everyone involved and up to date on all issues. She is a natural teacher and people person. I intend to continue taking her lessons.
Hadia is fantastic, exceptional, knowledgeable, and patient. She takes the time to respond to all inquiries. Removes any doubts; she is an excellent coach who goes above and above to assure your future success. Excellent class with enough of material to help me become a better data scientist.
Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative.
Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges.
The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion.
FAQs
- Public pricing: applies for individuals signing up from different companies.
- Corporate pricing: applies if a company wants to have an intake for its employees only.
- Training provider pricing: applies only for other training providers looking to hire our trainers and use our content. Our content has a licensing fee.
Courses you may like
Why should you attend?
Advance your data modeling skills with Qlik Sense by understanding the intricacies of transforming data models. Learn to address synthetic keys and circular references, which are crucial for maintaining clean and efficient data structures. Master the art of mapping tables to streamline complex relationships and utilize preceding loads for optimized data processing. Explore the powerful technique of joining tables to consolidate data sources effectively. 'n' Delve into concatenation principles, learning both how to prevent unwanted merges and enforce concatenation rules when beneficial. Broaden your expertise with additional data model and interface concepts such as set analysis, expressions, identifiers, modifiers, and operators. Gain insights into development considerations that impact performance and app size, ensuring your applications run smoothly. Finally, secure your Qlik Sense applications with section access techniques, implementing best practices for app optimization and dynamic data reduction strategies.
What you'll learn
- Comprehend concatenation rules and methods to control table merges.
- Understand and resolve synthetic keys and circular references in Qlik Sense.
- Apply joining techniques to merge multiple tables without redundancy.
- Implement performance considerations for optimal Qlik Sense app development.
- Manage application security using section access and dynamic data reduction.
- Master set analysis including expressions, identifiers, modifiers, and operators.
- Leverage preceding load operations for better data model efficiency.
- Effectively use mapping tables to simplify complex data relationships.
Course Syllabus
Day 1
Short Break
15 minsShort Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsShort Break
15 minsShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Course Reviews
Trainer was very helpful and willing to provide additional examples when requested.
Trainer was very supportive. Good class overall!
Instructor Reviews
He was indeed very skilled, knowledgeable and passionate in the data science realm. I was impressed with his business know-how (how the world economy works and how all things can be explain with data, with/without bias) and technical skills in converting data into insights. I will not hesitate to recommend Tarun for any data science related training as I would like to attend more classes myself to learn from the best of the best.
I attended one of Tarun's Data Science course in Jakarta (CDSS). He was a professional trainer & very knowledgeable in Data Science. In his course, Tarun gave many practical examples & valuable information regarding how to conduct Data Science & it's related components (e.g. Software & Deployment Architecture). In addition to those lessons, he also gave very useful insights on building a career as a Data Scientist.
Attended "Blockchain Training: An Overview for Business Professionals" conducted by Dr. Tarun. The reference materials are very comprehensive and an excellent means of conveying information. I was very impressed with how this technology works and adapted into business
He shared his professional insights on data science with a sense of humor that cleared up so many of my questions about the content and real-world applications. Information, tools, and resources given are very useful
His knowledge of multiple subjects exceeds far greater than that of any IT or non-IT person I have met or interacted with in a long time. The breadth and depth of the subject matter he has acquired is exemplary.
Training with Tarun has been awesome. He’s super knowledgable, funny, empathetic and a great educator in general. As someone who didn’t come from a computer science background, his teachings didn’t make me feel stupid or impossible to eventually arrive at being a competent developer. I could understand him as he communicates well & has helped me see the big picture of the computer science field beyond the scope of syntaxes. If you similarly did not come from a CS background and hope to transition into the world of programming but struggle to learn on your own, understand all the foreign & abstract concepts and connect the dots, I think the right person to guide you on your journey would make a big difference. Having someone who’s deep in the field with many years of experience narrow and communicate the relevant areas to focus would also close a big gap from having to struggle and figure out a lot of things on your own. Being able to maintain your interest during your learning journey is important too, thus finding that someone is important. All in all, I would wholeheartedly recommend Tarun and the backend course I took.
Tarun is a results-driven & inspirational technology leader with a clear vision, direction, and broad-based technology expertise. He is passionate, intuitive, engaged, pragmatic, systematic, agile. His experiences span from small start-ups to complex, global companies, from being technical lead to technical strategist to being the leader of larger group of architecture and engineering teams. Much of his experiences are in the area of Java, Scala, Machine Learning, Neural Networks, Cloud Computing, Data Science and what not. I am truly amazed to experience his breadth & depth of technological expertise and pleasure to be part of his team.
Tarun is very passionate on the domains and gave numerous insights to support critical business decisions and develop data products to transform daily encounters and processes. He was a professional trainer & very knowledgeable in Data Science. His material is presented through a sequence of brief lectures, interactive demonstrations, great hands-on exercises, and discussions.
We’ve been collaborated many times in doing courses for the accountants. He spoke to quiet number of event in our company with various topic regards to accountants need. The collaboration was very smooth and his session definitely made a huge impact on our success. Mr Tarun is a great Professional!
Mr. Tarun is a driven, hardworking, and knowledgeable entrepreneur in his field." A broad-minded trainer who embraces change and inspires people to do better every day. Mr. Tarun sets a good example by being enthusiastic and dedicated, and he inspires and motivates others. I am delighted to be working for such personnel
I cannot say enough positive things about Hadia. She not only makes data science easier to comprehend, she somehow magically manages to make it fun as well. They truly look forward to seeing her each and every time which speaks volumes about her ability to combine clear instruction with a warm and supportive environment.
I appreciated the fresh viewpoint on some crucial issues. Hadia, as always, keeps everyone involved and up to date on all issues. She is a natural teacher and people person. I intend to continue taking her lessons.
Hadia is fantastic, exceptional, knowledgeable, and patient. She takes the time to respond to all inquiries. Removes any doubts; she is an excellent coach who goes above and above to assure your future success. Excellent class with enough of material to help me become a better data scientist.
Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative.
Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges.
The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion.
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Subsidies

Ratings and Reviews
Instructors
Tarun Sukhani is a distinguished professional trainer and consultant with nearly 30 years of experience in the IT and business sectors, having worked internationally across AMER, APAC, and EMEA. His expertise spans a wide array of domains such as Agile methodologies (Scrum, SAFe, Kanban), enterprise architecture frameworks like TOGAF and COBIT, IT service management standards including ITIL and ISO27001, as well as cybersecurity certifications like CISO and CISSP. Tarun's proficiency extends to project management frameworks such as PRINCE2 and PMP, along with cutting-edge technologies in Big Data analytics using Hadoop and Spark, data science with Python or R, and data visualization tools like Tableau. Tarun has held numerous senior development and executive roles including CIO/CTO positions where he managed large-scale IT operations for multinational corporations such as Dell, AMD, and Experian. His leadership skills have been instrumental in enhancing business operations across various functions including HR, Finance, Operations, Sales, Risk Management, Engineering/Manufacturing, and Accounting. He has also contributed significantly to regional conglomerates like Indra in the Asia Pacific region. A passionate educator at heart, Tarun has facilitated training workshops throughout Asia Pacific countries such as Malaysia, Indonesia, Philippines, Thailand, and Singapore. His training sessions cover a broad spectrum of topics from project management to strategic leadership and soft skills development. Additionally, he specializes in advanced technical subjects like software architecture design patterns for reactive microservices architectures on cloud platforms. Tarun's academic credentials are equally impressive; he graduated summa cum laude with an MSc in Information Systems and an MBA in Finance and Operations Management from Loyola University Chicago. He holds multiple Bachelor's degrees in Biology, Math & Computer Science alongside Business Administration. Further enriching his knowledge base are certifications as an Agile/Scrum trainer; Java/.NET programmer; Machine Learning specialist; InfoSec expert; Business Intelligence professional; complemented by advanced studies in AI & Blockchain from prestigious institutions like MIT & Stanford. His client portfolio includes renowned organizations such as Western Digital/Sandisk for machine learning product management projects; Singtel & CIMB for agile product development initiatives; Tenaga Nasional & JPJ for agile project management engagements among others. Tarun's dynamic approach combined with his deep-rooted passion for developing people makes him a sought-after speaker at international conferences where he shares insights on digital transformation strategies.
Hadia Yousaf is a highly experienced IT trainer with an extensive background in Statistics, Research, Business Administration, Banking, Finance, and Economics. Currently working as a Data Scientist and Data Science Trainer, Hadia has developed expertise in Python, SQL, Machine Learning related to Business Analytics and Big Data Analytics Data Visualisation. She has proven experience working with large data sets and analytic tools, showcasing her capabilities in Statistical Analysis using Time Series and Panel Data, statistical modeling, and Machine Learning. Hadia is a HRDF Certified Trainer (TTT) and Virtual Learn Caster (VLC), certified from Malaysia. She boasts of a diverse career path which includes 2 years as a Data Scientist/Data Science Trainer, 8 years of research work as a PhD researcher, 3 years as a Senior Banking Services Officer at Allied Bank Ltd., Pakistan, 1 year as an IT Intern under the Pakistan Government Internship Program and 1 year of teaching experience as a Course Instructor. Her current role at The Center of Applied Data Science involves creating data pipelines to collect, clean, normalise and load data for statistical analysis and hypothesis testing. With an expected Ph.D. in Industrial & Development Economics from Universiti Utara Malaysia by December 2022, Hadia's academic journey also includes an MBA in Banking & Finance and a Bachelor's degree in Information Technology. Her profound understanding of statistical and machine learning concepts combined with high standard coding practices positions her as an accomplished professional in the field. As a dedicated professional willing to work remotely or travel abroad, she prides herself on her excellent English language skills.
Tasmeea Rahman is a highly skilled and versatile professional with a rich background in both academia and industry. Currently serving as a Freelance Corporate Trainer at Abundent in Kuala Lumpur, Malaysia, Tasmeea specializes in developing content and providing training on a wide array of subjects including Machine Learning, Data Analysis with Python, MS Excel, Power BI, Minitab, Jaspersoft, Apache Superset, TIBCO Spotfire, and various electrical and mechanical 2D/3D design tools such as AutoCAD and Autodesk Fusion 360. Her role also encompasses project management training. Previously, Tasmeea worked as an Adjunct Lecturer at Leading University in Sylhet, Bangladesh where she was involved in curriculum development and delivering engaging lectures on electrical and electronics courses. She has hands-on experience in teaching subjects like electrical circuits, VLSI design, digital signal processing, and microprocessors. Before her academic stint, she served as a Design Engineer at ALCOVE in Dhaka, Bangladesh where she was responsible for providing electrical and architectural drawings along with planning and executing projects. Tasmeea holds a Ph.D. in Project Management from Universiti Putra Malaysia with a perfect CGPA of 4.00/4.00. She also earned a Master of Engineering Management from the same university and an MBA in Marketing from the University of Dhaka. Her educational foundation is built on a Bachelor's Degree in Electrical and Electronics Engineering from United International University in Bangladesh. In addition to her formal education, Tasmeea has several certifications including Train the Trainer Certification from HRD Corp and Agile Project Management Certifications from Google via Coursera. She is proficient in multiple engineering software tools and programming languages including MATLAB, AutoCAD, C++, Assembly language, and Python. Fluent in both Bengali and English, Tasmeea is committed to continuous learning and professional development.
Minimum Qualification
Target Audience
Methodologies
FAQs
- Public pricing: applies for individuals signing up from different companies.
- Corporate pricing: applies if a company wants to have an intake for its employees only.
- Training provider pricing: applies only for other training providers looking to hire our trainers and use our content. Our content has a licensing fee.
Courses you may like
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