Students & freshers2 minFinal-year students
Placement preparation with AI: aptitude, coding, and interviews
Use AI to plan preparation, practise aptitude and coding problems, and run mock interviews — while building real understanding.
Read guide
Read. Try. Keep what helps.
Useful resources for
your next step.
Find a clear explanation, a reusable template or a tool to help you move forward. Our current collection focuses on practical AI, career skills and learning at work.
The reading shelf
Guides & articles
73–80 of 108 guides
Students & freshers2 minCollege students (any branch)
An AI learning roadmap for college students by year
What to learn in each year of college to graduate with practical AI skills and projects — adjustable for any branch.
Read guide
Students & freshers2 minNon-CS students
AI skills for commerce, arts, and science students
Practical AI skills and project ideas for students outside computer science — and how to present them to employers.
Read guide
Students & freshers2 minStudents and early-career developers
Winning approach to AI hackathons: scope, build, and demo
How to pick a scope you can finish, build a working demo, and present it well at an AI hackathon.
Read guide
Students & freshers2 minFreshers
Resume tips for freshers in the AI era
Structure a fresher resume around projects and evidence, use AI to improve it without making it generic, and pass automated screening honestly.
Read guide
Students & freshers2 minStudents exploring AI
Machine learning vs generative AI: which should students learn first?
How traditional machine learning and generative AI differ, what each is used for, and how to choose a learning order for your goals.
Read guide
Students & freshers2 minStudents
Using AI in college group projects fairly and effectively
Agree AI rules as a team, split work sensibly, and make sure everyone learns — while following your institution's policies.
Read guide
Students & freshers2 minNew graduates starting work
Your first job: using AI tools well from week one
Learn your employer's AI policy, pick safe first uses, and build a reputation for reliable, well-checked work as a new employee.
Read guide
Prompting starter kit
A plain-text task, context, format and constraints template, with a practice example and an answer checklist.
Webinar resource kits
Learning files published for each webinar. Share feedback or skip it to get the kit.
Full Stack Development with AI
- AI Assisted Development ChecklistWorkshop PDF
- Claude & Codex Prompt LibraryWorkshop PDF
- Full Stack Development with AI WorkshopWorkshop PDF
Career tools
Explore your next step, prepare your application and practise for interviews. Each tool explains its current capabilities.