Learn Python for backend development, automation, and data roles — versatile skills valued across startups and MNCs. **Salary expectations:** Python fresher roles: ₹4–9 LPA (backend/automation), data roles ₹6–14 LPA, ML engineers ₹8–20 LPA at product companies. **Recommended timeline:** 3–4 months
Syntax, data types, control flow, functions, modules, and virtual environments (venv/poetry).
Classes, decorators, generators, context managers, and type hints for maintainable code.
JSON handling, REST client calls with requests/httpx, and error handling patterns.
Build REST APIs with authentication, ORM/database layer, and deployment-ready project structure.
pytest, mocking, linting with ruff, and packaging for reproducible projects.
NumPy and Pandas basics for students targeting data analyst or ML hybrid roles.
Deploy a task manager or analytics dashboard API on Render/Railway with README and Postman collection.
Project ideas and README standards that differentiate fresher applications at product companies and startups.
Actionable off-campus hiring playbook using referrals, job portals, hackathons, and direct applications for tier-2 and tier-3 graduates.
Compare work culture, compensation, learning curves, and long-term career paths between TCS-style services and Google-style product firms.
Technical setup, proctoring compliance, and communication tips for online campus interviews and assessments.
Master data structures and algorithms from arrays to dynamic programming — the backbone of every product-company coding round in India. **Salary expectations:** Strong DSA opens product roles at ₹12–35 LPA (Amazon, Flipkart, Microsoft) and service roles at ₹3.6–7 LPA (TCS, Infosys, Wipro). Top performers in contests often receive ₹40+ LPA offers. **Recommended timeline:** 4–6 months with 2–3 hours daily practice
From core Java and OOP to Spring Boot microservices — the most in-demand backend stack for Indian IT campus hiring. **Salary expectations:** Java developers in India: fresher ₹3.5–8 LPA (TCS, Cognizant), mid-tier product ₹10–18 LPA, senior Spring Boot engineers ₹18–35 LPA in Bangalore/Hyderabad. **Recommended timeline:** 3–5 months