Back to Algorithm and Programming (Python)
Session 6
Algorithm and Programming (Python)
Data Structures: Dictionaries, Sets, and Hash Tables
4 hours
Duration
8
Materials
6
Objectives
Session Overview
Comprehensive dictionary and set programming including hash table concepts, key-value operations, set mathematics, and advanced data manipulation techniques.
Learning Objectives
By the end of this session, you should be able to:
- Master dictionary operations, methods, and hash table principles
- Implement set operations: union, intersection, difference, symmetric difference
- Understand hash functions, collision resolution, and dictionary performance
- Apply dictionary and set comprehensions for data transformation
- Design efficient data lookup and storage systems
- Implement advanced data structures using dictionaries and sets
Course Materials
Download materials for offline study and reference
Dictionary and Set Complete Reference (40 pages)
Available material
Hash Table Theory and Implementation
Available material
Set Mathematics and Operations Guide
Available material
Dictionary and Set Comprehension Patterns
Available material
60 Hash-based Data Structure Problems
Available material
Performance Analysis of Hash Operations
Available material
Advanced Data Manipulation Techniques
Available material
Real-world Data Processing Applications
Available material