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.
Language · Beginner to intermediate
Twelve lessons from the JVM to the Collections framework, written around the questions service companies actually ask in the technical round.
Java is the language most Indian service companies interview in, and the questions are remarkably stable year to year — the string pool, equals and hashCode, ArrayList against LinkedList, checked against unchecked. Most students learn Java as syntax for writing programs and then meet those questions cold. This course teaches the language and the questions as one thing.
Engineering students preparing for campus placements
What you will be able to do afterwards
The 12 lessons
After the reading
You can finish every lesson here without an account, and you should. But reading about Java and writing it under a timer are different skills, and only one of them gets you through a coding round. That part needs a compiler, hidden test cases and somebody paying for the compute — so it lives inside the platform.
Every topic here has graded coding problems inside PlacedElite — compiled and run against hidden test cases, with the failing input shown after a genuine attempt.
Or keep reading free — the other courses are open too.
Also free
Short course · Beginner to intermediate
Embeddings, RAG and LLM internals — explained at the depth an interview panel expects, not at the depth a research paper expects.
Language · Beginner to intermediate
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.
Short course · Beginner to intermediate
Three lessons on what a reviewer actually opens, what they check in ninety seconds, and the JavaScript questions that follow.
Free to learn · paid to be measured
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.