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Placements & interviews

DSA patterns and interview questions, SQL queries, aptitude formulas, reasoning practice, HR interview answers and a placement roadmap for campus and off-campus hiring.

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    DSA Patterns Cheat Sheet: 17 Python Templates Beyond Arrays

    Reusable Python templates for strings, stacks, linked lists, trees, graphs, heaps, backtracking and dynamic programming. For each: when to use it, the template, its complexity, the classic bug, and LeetCode problems to practise.

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    Logical Reasoning Practice Set (40 Questions with Answers)

    40 multiple-choice reasoning questions in the style of placement aptitude tests: series, coding-decoding, blood relations, directions, ranking, clocks, calendars, syllogisms, seating and puzzles. Every answer was checked by code or by working it through twice.

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    SQL Interview Queries Practice Sheet (with Answers)

    31 SQL questions that come up in placement tests and technical interviews, from filters and joins to window functions and deleting duplicates. Every query was run against the sample data shown, and its real output is printed below it.

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    AI-Ready Fresher: The Off-Campus Playbook

    A 46-page playbook for engineering freshers: a 30-day AI skills track, three portfolio projects recruiters open, an off-campus job-search system with message templates, and the interview minimum for DSA, CS fundamentals, AI and HR.

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    Quantitative Aptitude Formula Sheet (Free PDF)

    Every formula from our quantitative aptitude guide on a printable PDF: percentages, interest, ratios, time and work, speed and distance, permutations and probability.

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    20 HR Interview Questions for Freshers (with Sample Answers)

    The HR questions freshers commonly face in campus and off-campus interviews, grouped by theme. For each one: what the interviewer is checking, a simple structure for your answer, and a short sample answer to adapt to your own experience.

    GuideWebBeginner

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    90-Day Placement Preparation Roadmap

    A 90-day plan for campus placements in seven stages: DSA foundations, core patterns, CS fundamentals, aptitude, projects and resume, mock interviews and final revision. Each stage says what to do and how to tell when you are ready to move on.

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    Quantitative Aptitude Formulas for Placement Tests

    A formula sheet for the quantitative section of placement aptitude tests, from percentages and interest to time and work, speed, permutations, probability and number system, with a worked example for each topic.

    GuideWebBeginner

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    Top Array Interview Questions (with Answers)

    30 array questions that come up again and again in placement coding rounds, grouped into five patterns: two pointers, sliding window, prefix sums, hashing, and intervals and sorting. Each has a LeetCode link, the approach, a Python sketch and its complexity.

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