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Students enrolled in technical degree programs (BCA, MCA, BE/B-Tech, M-Tech) should enroll to comprehensively cover their required curriculum
Aspirants targeting technical interviews for roles like Software Engineer must enroll to achieve professional competence and prepare confidently
Competitive Programmers and Problem Solvers
Students enrolled in technical degree programs (BCA, MCA, BE/B-Tech, M-Tech) should enroll to comprehensively cover their required curriculum
Aspirants targeting technical interviews for roles like Software Engineer must enroll to achieve professional competence and prepare confidently
Competitive Programmers and Problem Solvers
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Practical Exercises:
1. Write functions with different complexities
2. Time different algorithms
3. Compare lists vs other structures
4. Measure memory usage
5. Plot complexity curves
Mini-Project 1: Algorithm Analyzer
Create program that:
- Analyzes given code for time complexity
- Measures actual execution time
- Predicts vs actual comparison
- Creates complexity graphs
- Ranks algorithms by efficiency
Topics:
Learning Activities:
Hands-On Lab:
Practice:
1. Create Employee class
2. Implement custom exceptions
3. Use inheritance hierarchy
4. Practice polymorphism
5. Handle edge cases
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Experiments:
1. Create custom dynamic array
2. Implement amortized append
3. Compare performance with list
4. Measure memory usage
5. Implement list methods
Mini-Project 2: Custom Array Implementation
Build from scratch:
- Dynamic array class
- Automatic resizing
- All list methods
- Performance benchmarks
- Comparison with built-in list
Day 8-9: Introduction to Strings & Text Processing
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Practice:
1. Implement string operations
2. Naive pattern search
3. Regular expressions
4. Text processing
5. Performance comparison
Review Topics:
Learning Activities:
Module 1 Assessment:
Module 1 Projects Submission:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement from scratch:
Mini-Project 3: Linked List Implementation
Complete LinkedList with:
- Singly linked list
- Doubly linked list
- Circular linked list
- All operations
- Performance analysis
- Comparison with Python list
Day 14-15: Stack Data Structure
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Stack:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Queue:
Day 18-19: Advanced Linear Structures
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Explore:
Day 20: Module 2 Review & Assessment
Module 2 Assessment:
Module 2 Projects Submission:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Binary Tree:
Mini-Project 4: Binary Tree Implementation
Complete BinaryTree with:
- All traversal methods
- Tree properties
- Tree manipulation
- Performance analysis
- Visualization
Day 24-25: Binary Search Trees (BST)
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Binary Search Tree:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement AVL Tree:
1. Balance factor calculation
2. Single rotation (LL, RR)
3. Double rotation (LR, RL)
4. Insert with rebalancing
5. Delete with rebalancing
6. Validate AVL property
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Study Red-Black Trees:
1. Understand properties
2. Trace insertions
3. Trace deletions
4. Study implementations
5. Compare performance
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Max Heap:
Day 30: Module 3 Review & Assessment
Module 3 Assessment:
Module 3 Projects Submission:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Graph Implementation:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Traversals:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Algorithms:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement MST Algorithms:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Hash Table:
Topics:
Subtopics:
Hands-On Lab:
Hash Map Applications:
Module 4 Assessment:
Module 4 Projects Submission:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement Trie:
Practical Trie Applications:
Practical Problems:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement:
Practical Problems:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
implement Union-Find:
Practical Problems:
Topics:
Subtopics:
Learning Activities:
Hands-On Lab:
Implement:
1. Suffix array construction
2. LCP array
3. Pattern matching
4. Multiple pattern search
Topics:
Learning Activities:
Complex Problems:
Mini-Project 5: System Design - In-Memory Database
Build database with:
- Hash table for data storage
- B-tree for range queries
- Indexing structures
- Query optimization
- Performance benchmarks
Topics:
Subtopics:
Learning Activities:
Interview Problem Categories:
Module 5 Assessment:
Module 5 Projects Submission:
Practical Application 1: Custom Database
Build simple database with:
- B-tree for indexed search
- Hash table for direct access
- Query optimization
- Explain plans
- Benchmark analysis
Components:
Practical Application 2: Social Network
Model social network with:
- Graph for relationships
- Graph algorithms for recommendations
- Community detection
- Influence analysis
Features:
Capstone Project Options:
Option 1: Search Engine
Option 2: File System
Option 3: Compiler/Interpreter
Option 4: Game Development
Option5: Machine Learning Pipeline
Capstone Requirements:
Topics:
Learning Activities:
Optimization Techniques:
Topics:
Learning Activities:
Capstone Project Presentations:
Presentation Criteria:
Final Comprehensive Assessment:
Written Exam (2 hours):
Practical Exam (2.5 hours):
Debug and fix issues
Career certifications validate expertise in a specific field, enhancing credibility and job prospects. Investing in relevant certifications can set you apart in a competitive job market. Let me know if you need recommendations!
Career certifications validate expertise in a specific field, enhancing credibility and job prospects. Investing in relevant certifications can set you apart in a competitive job market. Let me know if you need recommendations!
Career certifications validate expertise in a specific field, enhancing credibility and job prospects. Investing in relevant certifications can set you apart in a competitive job market. Let me know if you need recommendations!
Career certifications validate expertise in a specific field, enhancing credibility and job prospects. Investing in relevant certifications can set you apart in a competitive job market. Let me know if you need recommendations!
Career certifications validate expertise in a specific field, enhancing credibility and job prospects. Investing in relevant certifications can set you apart in a competitive job market. Let me know if you need recommendations!
Yes, this course starts from the basics, provided you have minimal Python knowledge (variables, loops, functions, conditionals) and a problem-solving mindse
Absolutely; the course focuses on interview-style problems, includes dedicated preparation weeks, and addresses data structures questions commonly asked by companies
Students should dedicate approximately 2–3 hours daily outside of class for assignments and practice
Yes, the course offers online formats, and all lectures are live on zoom and recorded
If you struggle with a topic, the course provides additional mentoring, resources, and practice problems through extra Doubt classes
FULL STACK WEB DEVELOPMENT
Senior Full Stack Developer with 10+ years of extensive experience in designing, developing, and deploying scalable web applications across modern tech stacks. Skilled in leading projects, mentoring teams, and delivering high-quality solutions.
