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Advanced Topics in Design and Development Advanced

Advanced Topics in Design and Development by Qlik equips data architects and business analysts with advanced scripting, data modeling, and expression techniques to solve complex data integration challenges. Designed for professionals with six months of Qlik experience, it addresses the growing demand for expertise in high-performance analytics, where 73% of enterprises prioritize advanced data modeling skills. You’ll master Set Analysis, incremental loads, and debugging to build scalable, optimized applications.

This course prepares you for the Qlik Sense Data Architect Certification (QSDA) exam, a 120-minute, 50-question assessment with a 62% passing score. Koenig Solutions delivers official vendor-authorized courseware and 30-day lab access, ensuring hands-on mastery. Enroll to accelerate your career as a certified Qlik expert, ready to design enterprise-grade analytics solutions.

16 Hours (2 Days)
Live Online / Classroom
1+ professionals trained

Training Formats & Pricing

1-on-1 USD 1,150
Dedicated instructor, your schedule Fastest
Public Batch USD 850
Group class, fixed schedule Most Popular
Self-Paced USD 199
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Course Overview

Advanced Topics in Design and Development by Qlik is a specialized course designed for experienced professionals seeking to master advanced technical capabilities within the Qlik ecosystem. This course prepares learners for the Qlik Sense Data Architect Certification exam, focusing on deepening expertise in complex data modeling, advanced scripting, and performance optimization. It is ideally suited for Business Analysts, Data Architects, and BI Developers who are already proficient in core Qlik functionalities and aim to solve sophisticated business intelligence challenges. With over 50,000 organizations globally leveraging Qlik’s platform for self-service analytics, including major enterprises in finance, healthcare, and manufacturing, demand for certified professionals with advanced skills continues to grow, particularly in regions like North America and Central Europe.

The curriculum covers critical tools and technologies including Qlik Sense, QlikView Data (QVD) files, advanced set analysis, inter-record functions, and debugging techniques using system error variables. Participants engage in hands-on lab exercises within the Qlik Sense environment, where they build optimized data load scripts, implement incremental loads, and create multi-layered QVD architectures to enhance data processing efficiency. A key real-world project involves designing a sales analysis application using clustering, classification, and Monte Carlo simulations, allowing students to apply advanced expressions, alternate states, and Pareto (ABC) analysis in a practical context. These labs emphasize script reusability through subroutines and loops, enabling scalable and maintainable solutions that mirror enterprise-level development workflows.

By completing Advanced Topics in Design and Development, candidates gain a competitive edge in pursuing the industry-recognized Qlik Sense Data Architect Certification, which validates high-demand skills in associative data modeling and ETL optimization. Certified professionals in the United States typically earn between $85,000 and $120,000 annually, with strong career progression into roles such as BI Architect or Analytics Manager. Koenig Solutions enhances this learning journey with Guaranteed-to-Run batches and official Qlik courseware, ensuring consistent access to expert-led training. Graduates are well-positioned to lead complex analytics initiatives, drive data-driven decision-making, and advance into senior technical and strategic roles within modern data organizations.

What You'll Learn

Develop advanced Qlik Sense set analysis expressions to perform complex data filtering and aggregation, enhancing your analytical capabilities with the "Advanced Topics in Design and Development" course by Qlik.
Use Qlik's alternate states to implement comparative analysis, enabling side-by-side data evaluations and deeper insights in your business intelligence projects.
Improve data load performance by optimizing scripts with incremental QVD layers, reducing load times and increasing efficiency in your Qlik data models.
Troubleshoot and resolve errors in Qlik data models and scripts quickly, minimizing downtime and ensuring reliable data analysis.
Automate repetitive script processes with Qlik subroutines and loops, saving time and reducing manual effort in your data preparation workflows.
Apply advanced Qlik calculations for Pareto and Monte Carlo analyses, supporting sophisticated decision-making and risk assessment in your organization.

Skills You'll Gain

Qlik Set Analysis Alternate States Qlik Script Debugging Incremental Load QVD Layer Qlik Expressions Data Modeling Script Optimization Qlik Error Variables Inter-record Functions Pareto Analysis Basket Analysis Monte Carlo Analysis Clustering Techniques Script Reusability Synthetic Keys Master Calendar

Prerequisites

Recommended knowledge before taking this course
  • Fundamental knowledge of Qlik products, including QlikView or Qlik Sense, and their core concepts, is essential for mastering the Advanced Topics in Design and Development course by Qlik.
  • A basic understanding of Qlik script, expressions, and functions will help you grasp complex data visualization techniques.
  • You should be proficient in building applications, creating dashboards, and performing basic ETL transformations using the data load script to succeed in this course.
  • Experience with advanced data modeling and table integration in Qlik enhances your ability to handle complex data scenarios.
  • A minimum of six months of hands-on experience working with Qlik as a business analyst or data architect is recommended.
  • Completion of Qlik Sense Create Visualizations and Data Modeling or an equivalent QlikView Designer and Developer course provides a solid foundation.
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Certification Exam

Everything you need to know about the Advanced Topics in Design and Development certification exam

Exam Details
Exam Name
Advanced Topics in Design and Development
Exam Cost
N/A
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
N/A
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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Advanced Expressions and Set Analysis
Master Qlik set analysis Execute complex set operations Calculate within possible sets Integrate excluded set data Deploy advanced search expressions Leverage dollar sign expansion Architect complex analysis sets Configure Qlik alternate states
2
Day 2– Advanced Calculations and Visualizations
Run inter-record data calculations Apply accumulation with aggregations Generate dynamic chart rankings Execute professional clustering techniques Perform precise Pareto analysis Conduct detailed basket analysis Run Monte Carlo simulations Optimize advanced expression calculations
3
Day 3– Data Modeling and Script Reusability
Master advanced table integration Refine models using subroutines Implement efficient script reusability Utilize complex nested loops Load dynamic multi-file datasets Apply multiple Load prefixes Resolve intricate data structures Debug complex script errors
4
Day 4– Incremental Loads and QVD Strategy
Leverage QVD file benefits Define incremental load requirements Design robust incremental strategies Write optimized incremental scripts Generate high-performance QVD files Architect multi-layer QVD structures Boost data load performance Manage scalable QVD architectures
5
Day 5– Debugging and Real-World Applications
Apply expert debugging processes Utilize system error variables Troubleshoot critical load issues Resolve complex execution errors Analyze real-world Qlik scenarios Optimize models for performance Implement effective reporting models Enable advanced self-service visualizations

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

78%

of Advanced Topics in Design and Development certified professionals report career advancement within 6 months

Salary Impact

+26%

Average salary increase reported after obtaining the Advanced Topics in Design and Development certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Qlik Sense Developer
  • QlikView Developer
  • BI Solutions Developer
  • Data Visualization Engineer
  • Qlik Analytics Architect
  • Senior BI Developer

Companies Hiring

5,000+
Accenture Deloitte Infosys TCS Capgemini Cognizant Pfizer Volvo

and 5,000+ organizations worldwide seeking Advanced Topics in Design and Development certified professionals

Real Transformations

Course Student Reviews

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    Engineering Manager

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  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

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