Placement prep + AI for engineers
Evidence-led articles on aptitude, coding, company-specific test patterns, and AI roadmaps for Indian engineering students. 1036 articles published so far. India-context throughout.
Nested Loops in Python: Types, Syntax, and Examples
Four types of nested loops in Python with working code and placement-round examples. Covers for, while, mixed variants, and break/continue control.
Opening and Closing Gates Problem: Wipro Coding Walkthrough
The opening and closing gates problem is a Wipro coding round question based on balanced parentheses. Algorithm, worked solution, and test cases all in one place.
Operator Overloading in Python: Magic Methods with Examples
How Python maps +, -, == and other operators to dunder methods like __add__ and __lt__. Covers the full magic-method table plus two worked placement-style examples.
Parallel Structure in Sentence Correction: 5 Error Types
Five parallel-structure error types in placement verbal tests, with one fix rule each. Worked examples for AMCAT, TCS NQT, and Cocubes sentence correction.
Persistent Systems Placement Papers 2026: Test Pattern and Solutions
Persistent Systems' 60-question online test covers technical CS and aptitude. Full 2026 test pattern, section syllabus, and verified worked sample questions.
Persistent Systems Recruitment Process: 2026 Guide
Four-section online test, technical round, and HR interview at Persistent Systems, complete 2026 syllabus breakdown and prep strategy for freshers.
Philips Selection Process 2026: Rounds, Eligibility and Prep
Step-by-step breakdown of Philips's fresher recruitment process: online aptitude test, technical interview, and HR round, with eligibility criteria and prep tips.
A 6-Week Placement Training Plan for Engineering Freshers
Structure your placement training around the TCS NQT pattern, aptitude topics, coding fundamentals, and mock tests to reach campus drive day prepared.
English Prepositions of Time: at, on, in, by, for and since
Master English prepositions of time with clear rules for at, on, in, by, for, since and until. Includes common error corrections and placement test practice questions.
Prepositions in Sentence Correction: Error Types and Fix Rules
Four preposition error types tested in placement aptitude tests, each with worked examples: wrong preposition, missing, redundant, and idiomatic phrases.
Python Program to Print Prime Numbers in a Range
Step-by-step Python programs to print prime numbers in a range. Covers trial division, Python's for/else idiom, and the Sieve of Eratosthenes.
Armstrong Numbers in a Range: C, C++, Java, Python
Programs to print Armstrong numbers between two intervals in C, C++, Java, Python. Traced algorithm, integer-power fix, and time complexity.
Print an Array in Zigzag Order in Python
Step-by-step guide to rearranging a Python list in zigzag order. Covers the O(n) swap algorithm, traced examples, edge cases, and CRT placement patterns.
Printing Variables in Python: Single, Multiple, Formatted
Four Python 3 methods to print variables with text: commas, % operator, .format(), and f-strings. Includes working code, common error fixes, and a comparison table.
Program to Add Two Matrices in C, Java, and Python
How to add two matrices in C, Java, and Python: algorithm, worked example, O(m×n) time and space complexity, and common placement coding test mistakes.
Check if Two Arrays Are Equal: 3 Approaches Explained
Three approaches to check if two arrays are equal: sort-and-compare, frequency count, and direct match, with working code and complexity analysis.
Abundant Number Program: C, Java and Python with √n Check
An abundant number has a proper-divisor sum greater than itself. Code in C, Java, and Python using the O(√n) loop, with worked examples for 12, 18, and 20.
Count Edges in an Undirected Graph: Algorithm and Code
Learn how to count edges in an undirected graph using the Handshaking Lemma. Step-by-step algorithm, Python and C++ code, and complexity analysis included.
Count Even and Odd Elements in an Array
Single-pass O(n) algorithm to count even and odd elements in an array. Working code in C, C++, Python, and Java, with complexity analysis and edge cases.
Count Vowels, Consonants, Digits and Special Characters in a String
Programs in Python, C, and Java to count vowels, consonants, digits, and special characters in a string. Algorithm, code, and traced outputs included.
Find All 0(1+)0 Patterns in a String: C & Python Guide
Count every 0(1+)0 occurrence in a binary string using a linear scan. C and Python code included, plus edge cases and O(n) complexity explained for placement rounds.
Lower Triangular Matrix Check: Programs in C, Java, Python
A square matrix is lower triangular when all entries above the main diagonal are zero. Programs in C, C++, Java, and Python with traced example and complexity analysis.
Check if a Matrix Is Upper Triangular: Code and Complexity
Verify whether a square matrix is upper triangular: the below-diagonal condition, verified C, Python, and Java code, and O(n²) complexity analysis for placement rounds.
Kth Smallest Element in an Unsorted Array: 4 C++ Approaches
Four C++ methods to find the Kth smallest element in an unsorted array: sort, QuickSelect, max-heap, and nth_element, with complexity trade-offs and placement tips.
Find Duplicate Elements in an Array: 5 Approaches
Five approaches to find duplicates in an array: O(n²) nested loops, sort-and-scan, hash set, XOR trick, and Floyd's cycle detection, with C, C++, and Python code.
ASCII Value of a Character: C, C++, Java, Python
Programs to find the ASCII value of a character in C, C++, Java, and Python. Key ASCII ranges, worked examples, and interview variants for placement tests.
The Handshakes Problem: Formula, Derivation, and Code
Derive the handshakes formula step by step, verify worked examples, and implement the solution in Python and C. A combinatorics guide for placement aptitude rounds.
Maximum Product Subarray: Algorithm, Code, and Dry Run
Find the maximum product subarray using the max-min tracking method. Algorithm steps, dry run table, Python and C code, complexity analysis, and placement context.
Maximum Scalar Product of Two Vectors: Algorithm and Code
Find the maximum scalar product of two vectors by sorting both arrays in the same order. Algorithm, complexity analysis, and verified C and Python code.
Find Min and Max in Each Row of a Matrix
C and Python programs to find minimum and maximum elements in each row of a matrix. Includes algorithm, complexity analysis, and placement test variations.
Program to Find Minimum Scalar Product of Two Vectors
Find the minimum dot product of two integer arrays by sorting one ascending and the other descending. Algorithm, proof, worked example, and C/C++/Java/Python code.
Days in a Given Month: Python, Java, C and C++ Programs
Python, Java, C, and C++ programs to find days in a given month and year. Covers the leap year rule, if-elif, array lookup, and standard library approaches.
Find the Quadrant of Given Coordinates: C Program and Explanation
Find the quadrant of any coordinate pair using a C program. Covers all four quadrants, origin, x-axis and y-axis cases, and O(1) complexity analysis.
Sum of All Numbers in a String: 4 Language Solutions
Step-by-step programs in Python, Java, C, and C++ to extract every number from a string and return their sum, with worked examples and complexity notes.
Sum of Array Elements: C, C++, Java, and Python
Find the sum of elements in a given array using loop-based programs and built-in functions in C, C++, Java, and Python, with examples and complexity analysis.
Sum of Perfect Square Elements in Array: C, C++, Java, Python
Find the sum of perfect square elements in an array in C, C++, Java, and Python. Algorithm, floating-point safety, traced example, and complexity analysis.
Sum of Boundary Elements of a Matrix: C, C++, Java, Python
Two complete approaches: O(N+M) optimised and O(N×M) check-each, to find the sum of boundary elements of a matrix, in C, C++, Java, and Python.
Program to Remove All Non-Alphabet Characters from a String
Step-by-step algorithm and verified C, C++, Java, and Python code to remove all non-alphabet characters from a string, with edge cases and O(n) complexity analysis.
Remove Duplicate Elements from an Array: Python, C++, Java
Remove array duplicates: two-pointer for sorted arrays (O(n), O(1) space); HashSet for unsorted (O(n), O(n) space). Code in Python, C++, and Java.
Program to Replace a Substring in a String
Manual algorithm plus working code in Python, Java, and C to replace every occurrence of a substring, with Wipro placement context and edge cases.
Find Nth Node from End of a Linked List: Two Approaches
Two methods to return the Nth node from the end of a linked list: the length-based two-pass approach and the single-pass two-pointer technique.
Reverse a Number in C, C++, Java and Python
Iterative and recursive approaches to reverse a number in C, C++, Java, and Python. Step-by-step trace, working code, and complexity analysis.
Reverse an Array: 4 Methods in C, Python, and Java
Four methods to reverse an array: print-from-end, auxiliary array, in-place swap, and recursion. Working code in C, Python, and Java with complexity analysis.
Swap Two Numbers Without a Third Variable
Three ways to swap two numbers without a third variable, with C code: arithmetic, XOR, and multiply-divide. Covers trade-offs, overflow risk, and what interviewers ask.
Pronoun-Antecedent Agreement: Sentence Correction Rules
Five pronoun-antecedent agreement error types tested in AMCAT, TCS NQT, and placement verbal sections. Rules, worked examples, and practice questions.
Function Prototype in C: Declaration, Syntax, and Why It Matters
A function prototype tells the C compiler the return type, argument count, and argument types before the function is defined. Learn what happens when you skip it.
Pyramid Pattern Programs Using Numbers: C, Python, Java
C, C++, Java, and Python code for seven number-pyramid variants, including Floyd's triangle and Pascal's triangle, with verified output for height 5.
Pyramid Star Patterns in C, C++, Java, and Python
Six pyramid star patterns with C, C++, Java, and Python code: right-angled, centered, inverted, hollow, and diamond. Loop logic and sample output for n=5.
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