🧭 Career Guidance Hub
Expert roadmaps, interview tips, skill resources, and everything you need to crack placements and build your dream career in India
Choose Your Career Path
Step-by-step learning roadmaps created by industry experts and IIT/NIT alumni
AI / Machine Learning
Build intelligent systems that learn and adapt
- Python & Mathematics Fundamentals
- Statistics & Probability
- Machine Learning Algorithms
- Deep Learning & Neural Networks
- NLP / Computer Vision
- MLOps & Deployment
Full Stack Web Development
Build modern web applications end to end
- HTML, CSS, JavaScript
- React / Vue / Angular
- Node.js / Python Backend
- Databases (SQL & NoSQL)
- REST APIs & GraphQL
- DevOps & Deployment
Data Science & Analytics
Turn data into actionable insights
- Python / R Programming
- SQL & Data Wrangling
- Statistical Analysis
- Data Visualization (Tableau/Power BI)
- Machine Learning Basics
- Big Data Tools (Spark, Hadoop)
Cloud & DevOps
Architect and manage cloud infrastructure
- Linux & Networking Basics
- AWS / Azure / GCP Fundamentals
- Docker & Kubernetes
- CI/CD Pipelines
- Infrastructure as Code (Terraform)
- Monitoring & Security
Mobile App Development
Create apps for iOS and Android
- Dart / Swift / Kotlin
- Flutter / React Native
- UI/UX for Mobile
- State Management
- APIs & Backend Integration
- App Store Deployment
Cybersecurity
Protect systems and data from threats
- Networking & OS Fundamentals
- Security Concepts & Frameworks
- Ethical Hacking & Pen Testing
- SIEM & Incident Response
- Cloud Security
- Certifications (CEH, CISSP)
Crack Any Interview
Proven strategies to ace campus placements, off-campus drives, FAANG interviews & service-based company rounds
Technical Interview Guide
Data Structures & Algorithms: Master arrays, trees, graphs, DP. Practice on LeetCode, GeeksforGeeks, CodeChef & HackerRank.
System Design: Learn scalability, databases, caching, load balancing. Read "Designing Data-Intensive Apps".
Campus Placement Tips: Prepare for aptitude rounds (Amcat, CoCubes), coding tests on HackerEarth, group discussions, and HR rounds. Target WITCH companies (Wipro, Infosys, Cognizant, TCS, HCL) as safety and product companies as reach.
Coding Tips: Always clarify requirements, think aloud, test edge cases, optimize iteratively.
Behavioral Interview Guide
STAR Method: Structure answers as Situation → Task → Action → Result.
Common Questions: "Tell me about yourself", "Why this company?", "Greatest strength/weakness?"
Tips: Research the company, prepare 5-7 stories, show enthusiasm, ask thoughtful questions.
Interview Day Checklist
✅ Research the company and interviewer
✅ Review the job description thoroughly
✅ Prepare questions to ask them
✅ Test your tech setup (for virtual interviews)
✅ Dress professionally
✅ Arrive 10 minutes early
✅ Bring copies of your resume
✅ Follow up with a thank-you email
Top Platforms to Learn Skills
Curated free and paid resources to accelerate your learning journey
GeeksforGeeks
India's #1 DSA & placement prep platform
NPTEL
Free IIT/IISc courses with certificates
Internshala
India's top internship & training platform
CodeChef
Competitive programming & contests
LeetCode
Coding problems for FAANG interview prep
Coursera
IIT, Stanford, Google courses (financial aid for India)
freeCodeCamp
Free web dev & data science certifications
Udemy
Affordable courses (starts ₹299 in India)
HackerEarth
Hiring challenges & coding assessments
Kaggle
Data science competitions & datasets
roadmap.sh
Community-driven developer roadmaps
GitHub
Open-source projects & portfolio building
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