Free · no account, no email

Everything here is free to read.

One page holding the whole free offer, so you are never guessing which part is behind a paywall. None of it is. There is no login wall on any lesson, no trial that expires and no email required to see an answer.

4 courses · 33 lessons · 2 practice sets · 2 calculators · 5 round guides

Courses

Full courses, not summaries.

Each lesson explains the mechanism, shows code you can run, names the trap an interviewer reaches for, and ends with the few sentences worth carrying into the room.

Short course · Beginner to intermediate

GenAI for freshers: what placement panels actually ask

Embeddings, RAG and LLM internals — explained at the depth an interview panel expects, not at the depth a research paper expects.

6 lessons 53 min Practice set included
  1. 01What panels actually ask about AI
  2. 02How an LLM actually works
  3. 03Embeddings and vectors
  4. 04RAG — the diagram you will be asked to draw
  5. ··and 2 more lessons

Language · Beginner to intermediate

Python, properly — a full course for placements

Twelve lessons that take you from how the interpreter works to the six patterns behind most coding-round questions. Written to be read once and remembered.

12 lessons 118 min Free · no account
  1. 01How Python actually runs your code
  2. 02Numbers, types and truthiness
  3. 03Strings, and why they never change
  4. 04Lists, tuples and the aliasing bug
  5. ··and 8 more lessons

Short course · Beginner to intermediate

The frontend portfolio that gets you shortlisted

Three lessons on what a reviewer actually opens, what they check in ninety seconds, and the JavaScript questions that follow.

3 lessons 23 min Practice set included
  1. 01The ninety seconds that decide it
  2. 02The JavaScript questions that follow
  3. 03The README, and the review you run yourself

Language · Beginner to intermediate

Java, properly — a full course for placements

Twelve lessons from the JVM to the Collections framework, written around the questions service companies actually ask in the technical round.

12 lessons 121 min Free · no account
  1. 01How Java runs: javac, bytecode and the JVM
  2. 02Primitives, wrappers and the == trap
  3. 03Strings, the string pool and StringBuilder
  4. 04Arrays, and the Arrays utility class
  5. ··and 8 more lessons

Practice sets

Marked the moment you submit.

An explanation for every option, right or wrong, and your weakest topics named at the end. Nothing is stored against you and nothing asks for an email first.

8 questions ~8 min Free

Frontend fundamentals set

Eight questions on the JavaScript that frontend interviews actually test — closures, the event loop, this, equality and re-renders.

Topics: Closures · Event loop · this · Equality · Immutability · Re-renders · Async · Review

15 questions ~12 min Free

GenAI screening set

Fifteen questions in the style of a screening round — LLM basics, embeddings, RAG and prompting. Marked instantly, with an explanation for every answer.

Topics: LLM fundamentals · Embeddings · RAG · Prompting

Being written

One set per round

Aptitude, coding, DBMS and SQL sets are being written to the same standard — every question is checked so that the set cannot be answered without reading it.

Calculators

Small things students actually look up.

They run entirely in your browser. Nothing you type is sent anywhere.

Where the free part ends, and why

Reading is free. Being measured is not.

That line is drawn where the cost is, not where the value is. A multiple-choice set can be marked in a browser with nothing behind it, so those are free here. Running your code against hidden test cases needs a real sandbox and a queue; a spoken interview needs a model listening in real time. Those live inside the platform.

We would rather you learn something here and never pay us than sign up without knowing what you are buying.
Inside the platform

What being measured adds

  • Graded coding in Python, Java and C++ against hidden tests
  • Full-length mocks with sectional timers and negative marking
  • Spoken AI interviews, grounded in your own resume
  • A readiness score, a learning path, and the reports faculty see

Free to learn · paid to be measured

Read the courses for nothing. Pay when you want to be marked.

Every lesson on this site is free and needs no account. What a subscription buys is the graded practice, the full-length mocks, the spoken AI interviews and a readiness score you can act on.