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|Challenging Topics in IBM Cognos Analytics||Description|
|Advanced Data Modeling||In-depth modeling techniques, including multi-dimensional data cubes and performance optimization.|
|Custom Report Development||Crafting complex, custom reports with calculations, nested queries, and unique formatting.|
|Predictive Analytics||Understanding and implementing predictive modeling, machine learning, and statistical analysis.|
|Data Integration and ETL||Challenges in data extraction, transformation, and loading from diverse sources.|
|Custom Dashboard Design||Designing visually appealing and interactive dashboards for data visualization.|
|Performance Tuning and Optimization||Optimizing IBM Cognos Analytics for performance, especially in large-scale environments.|
|Integration with Data Warehouses and Big Data||Integrating IBM Cognos Analytics with data warehouses and big data platforms.|
|Security and Access Control||Implementing robust security measures and role-based access control.|
|Advanced Analytics Features||Leveraging features like geospatial analytics, sentiment analysis, and NLP.|