Foundations Learning Path
Build a solid foundation in data structures and algorithms from scratch. This 8-week path covers the essential concepts every programmer should know.
Path Overview
Duration
8 weeks (12-15 hours/week)
Modules
6 core modules with 12 lessons
Prerequisites
Basic programming knowledge in any language
What You'll Learn
- Fundamental data structures and their implementations
- Basic algorithm design and analysis techniques
- Time and space complexity analysis
- Problem-solving strategies for common coding challenges
- Implementation of algorithms in Java and Python
Core Modules
Arrays & Strings
Master the fundamentals of array manipulation and string processing algorithms.
Linked Lists
Learn about singly and doubly linked lists, and common operations and patterns.
Stacks & Queues
Understand these fundamental data structures and their applications.
Basic Sorting
Learn essential sorting algorithms and their implementations.
Binary Search
Master this powerful searching algorithm and its variations.
Hash Tables
Understand hash functions, collision resolution, and hash table implementations.
Learning Path Structure
Each module in this learning path follows a consistent structure:
1. Concept Introduction
Clear explanations of the core concepts with visual aids and examples.
2. Implementation
Step-by-step code implementations in both Java and Python.
3. Practice Problems
Curated problems to reinforce your understanding of the concepts.
4. Assessment
Quizzes and coding challenges to test your knowledge and skills.