Week 1-2: Introduction to Rust and Basic Data Structures
1.Getting Started with Rust
- Installation and Setup
- Rust Basics: Variables, Data Types, Functions, Control Flow
- Ownership and Borrowing
- Modules and Crates
- Basic Data Structures
- Arrays and Slices
- Vectors
- Strings
- HashMaps
Week 3-4: Fundamental Algorithms
1.Sorting Algorithms
- Bubble Sort
- Insertion Sort
- Selection Sort
- Merge Sort
- Quick Sort
- Searching Algorithms
- Linear Search
- Binary Search
Week 5-6: Advanced Data Structures
- Linked Lists
- Singly Linked List
- Doubly Linked List
- Stacks and Queues
- Implementation using Vectors and Linked Lists
- Trees
- Binary Trees
- Binary Search Trees
- AVL Trees
Week 7-8: Graphs and Algorithms
1. Graph Representations
• Adjacency Matrix
• Adjacency List
2. Graph Algorithms
• Depth First Search (DFS)
• Breadth First Search (BFS)
• Dijkstra’s Algorithm
• A* Algorithm
Week 9-10: More Advanced Topics
1. Heaps
• Binary Heaps
• Heap Sort
2. Hashing
• Hash Functions
• Collision Resolution Techniques
Week 11-12: String Algorithms
1. String Matching Algorithms
• Knuth-Morris-Pratt (KMP)
• Rabin-Karp
2. Trie
• Trie Implementation and Usage
Week 13-14: Dynamic Programming
1. Dynamic Programming Concepts
• Memoization
• Tabulation
2. Common DP Problems
• Fibonacci Sequence
• Longest Common Subsequence
• 0/1 Knapsack Problem
Week 15-16: Practice and Projects
1. Leetcode/Hackerrank Problems
• Solve problems related to each topic covered
2. Projects
• Build a mini-project using the learned data structures and algorithms
• Example Project: Implement a simple Rust-based web server that uses various data structures