Python & Java basics
Time & Space Complexity
Problem-solving strategies
Arrays & Strings
Linked Lists
Stacks & Queues
Hashing & Hashmaps
Recursion & Backtracking
Sorting & Searching
Trees (Binary, BST, Heap)
Graphs (DFS, BFS, Shortest Path, MST)
Dynamic Programming
⚡ Hands-on: 150+ LeetCode/Codeforces problems
OOPs & Design Patterns
Databases (SQL, NoSQL, Transactions)
APIs & RESTful Services
Git/GitHub (version control & collaboration)
Cloud Basics (AWS/Azure overview)
⚡ Mini Project: Full-stack Web Application
Low-Level Design (LLD):
Classes, Objects, OOPs in depth
UML Diagrams, Class Diagrams
Common LLD problems (Parking Lot, Library System, Splitwise, etc.)
High-Level Design (HLD):
Scalability concepts
Caching, Load Balancing, Message Queues
Database Sharding & Replication
Designing Scalable Systems (e.g., Twitter, YouTube, WhatsApp)
⚡ Case Studies: Real-world system designs
Python for Data & AI (NumPy, Pandas)
ML Basics (Regression, Classification, Clustering)
Intro to Neural Networks (TensorFlow/PyTorch)
Generative AI tools for developers (GitHub Copilot, ChatGPT APIs)
⚡ Capstone Project 1: AI-powered Code Assistant / Bug Predictor
Advanced DSA Revision + Competitive Coding
System Design Mock Interviews (LLD + HLD)
Resume, LinkedIn & GitHub Portfolio Building
HR + Technical Mock Interviews
Capstone Project 2: End-to-End Scalable Software System with AI integration
DSA Mastery → 200+ problems solved, interview-ready
System Design → Solid foundation in LLD + HLD with real-world case studies
Software Development → OOPs, DBMS, APIs, Full-Stack basics
AI Awareness → AI tools + ML fundamentals to stand out in interviews
Portfolio → 2 capstone projects + strong GitHub profile
Job Readiness → SDE, Backend Developer, Full-stack Developer, AI-enabled Developer
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