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Session 7
Algorithm and Programming Lab
Dictionary and Set Operations Workshop
3.5 hours
Duration
8
Materials
6
Objectives
Session Overview
Comprehensive laboratory for hash-based data structures including dictionary manipulation, set operations, data mapping, and hash table optimization techniques.
Learning Objectives
By the end of this session, you should be able to:
- Build complex data mapping and lookup systems using dictionaries
- Implement set-based algorithms for data analysis and filtering
- Create efficient counting and frequency analysis programs
- Apply hash-based caching and memoization techniques
- Design data aggregation and grouping algorithms
- Optimize hash table operations for large-scale data processing
Course Materials
Download materials for offline study and reference
60 Dictionary and Set Programming Projects
Available material
Hash-based Algorithm Implementation Library
Available material
Data Mapping and Transformation Examples
Available material
Caching and Memoization Technique Guide
Available material
Data Analysis and Statistics Computing Examples
Available material
Performance Optimization for Hash Operations
Available material
Real-world Data Processing Applications
Available material
Advanced Hash Table Implementation
Available material