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Beginner DSA: Logic Building with Loops

Index - Logic Building with Loops

  • PART I - Logic Building with Loops - The Minimal Beginner's Roadmap
  • PART II - Logic Building with Loops — The Complete Beginner's Roadmap



PART I - Logic Building with Loops - The Minimal Beginner's Roadmap

These cover every core concept from the 87-problem roadmap.

Concept Coverage

QuestionConcepts Covered
1Basic loop, counter
2Accumulator (product)
3Modulus trick (%10, /10)
4Reversal + comparison
5Loop optimization, divisibility
6Algorithm implementation
7Multi-variable state
8Do-while style, tracking max
9Nested loops
10break and continue
11Place value, number systems
12Rows and columns
13Spaces + stars, centering

QUESTIONS

1. Basic Iteration

Multiplication Table — Print the table of a given number n.

2. Accumulation

Factorial — Calculate n!

3. Digit Manipulation (Single Comprehensive Problem)

Digit Toolkit — Given an integer, find:

  • (a) Count of digits
  • (b) Sum of digits
  • (c) Reverse of the number
  • (d) Largest digit

4. Number Property Check

Palindrome Check — Is the number equal to its reverse?

5. Optimized Loop Logic

Prime Check — Check if a number is prime (optimize to √n).

6. Mathematical Algorithm

GCD — Find the Greatest Common Divisor using the Euclidean algorithm.

7. Series & State Tracking

Fibonacci — Print the first n terms of the Fibonacci series.

8. Sentinel / Validation Loop

Stream Processing — Read integers until user enters 0, then print the total sum and maximum value.

9. Nested Loop Application

Primes in Range — Print all prime numbers between 1 and n.

10. Break & Continue (Combined)

Skip & Stop — Print 1 to 50, skip multiples of 3, stop completely if sum exceeds 100.

11. Number Conversion

Decimal to Binary — Convert a decimal number to its binary representation.

12. Basic Pattern

Right Triangle —

*
**
***
****

13. Complex Pattern

Centered Pyramid —

   *
  ***
 *****
*******

If you can solve these 13 without help, you're ready for arrays.




Logic Building with Loops → LeetCode Mapping

2 LeetCode Problems per Concept (26 total)

1. Basic Loop / Counter

Concept: simple for / while, counting iterations

  1. 412. Fizz Buzz
    Pure loop + counter + conditions

  2. 1929. Concatenation of Array
    Iterating and constructing output using a counter

2. Accumulator (Product / Sum)

Concept: running total / product

  1. 509. Fibonacci Number
    Accumulator-style update

  2. 1480. Running Sum of 1d Array
    Classic accumulator pattern

3. Digit Manipulation (%10, /10)

Concept: extracting digits

  1. 1295. Find Numbers with Even Number of Digits
    Digit counting using division

  2. 1281. Subtract the Product and Sum of Digits of an Integer
    Digit sum + digit product

4. Reversal + Comparison

Concept: reverse number and compare

  1. 9. Palindrome Number
    Exact match for your problem

  2. 7. Reverse Integer
    Reverse digits safely

5. Loop Optimization / Divisibility

Concept: stop at √n, reduce iterations

  1. 204. Count Primes
    Prime checking + optimization

  2. 507. Perfect Number
    Divisors, optimized loops

6. Algorithm Implementation

Concept: step-by-step algorithm logic

  1. 1979. Find Greatest Common Divisor of Array
    Uses Euclidean algorithm

  2. 914. X of a Kind in a Deck of Cards
    GCD-based reasoning

7. Multi-variable State

Concept: tracking multiple changing values

  1. 70. Climbing Stairs
    Two-variable state update

  2. 1137. N-th Tribonacci Number
    Multi-variable Fibonacci variant

8. Sentinel / Validation Loop

Concept: loop until condition is met, track max/sum

  1. 1748. Sum of Unique Elements
    Stream-style accumulation

  2. 2154. Keep Multiplying Found Values by Two
    Loop until condition fails

9. Nested Loops

Concept: loop inside loop

  1. 728. Self Dividing Numbers
    Nested digit checks

  2. 2215. Find the Difference of Two Arrays
    Nested scanning logic

10. break & continue

Concept: skipping & early termination

  1. 1822. Sign of the Product of an Array
    Early break on zero

  2. 2696. Minimum String Length After Removing Substrings
    Loop with break conditions

11. Place Value / Number Systems

Concept: binary, decimal, positional value

  1. 338. Counting Bits
    Binary representation

  2. 190. Reverse Bits
    Bit position manipulation

12. Rows & Columns

Concept: 2D traversal

  1. 1572. Matrix Diagonal Sum
    Row & column indexing

  2. 566. Reshape the Matrix
    Row/column mapping

13. Spaces + Stars / Centering (Pattern Thinking)

Concept: index math, symmetry
(LeetCode doesn’t do stars, so closest logic problems)

  1. 1672. Richest Customer Wealth
    Row-based aggregation

  2. 118. Pascal’s Triangle
    Centered growth & symmetry logic

✅ Final Summary

  • 26 LeetCode problems
  • Each maps directly to your loop logic roadmap
  • Progresses from pure loops → optimized logic → 2D thinking



PART II - Logic Building with Loops — The Complete Beginner's Roadmap

Problem Count Summary

PhaseTopicProblems
1While Loop Fundamentals19
2Do-While Loop7
3For Loop10
4Nested Loops7
5Break & Continue6
6Mathematical Series & Advanced15
7Pattern Printing13
8Mixed Challenges10
Total87

Before Data Structures & Algorithms


Who Is This For?

  • Complete beginners who just learned variables, if-else, and basic syntax
  • Anyone who can write code but struggles to "think through" problems
  • Students preparing for coding interviews who need stronger foundations

Goal

Master iteration, dry-run thinking, digit math, and nested-loop reasoning through 80 curated problems with clear progression from basic to complex.


Prerequisites

Before starting, ensure you understand:

ConceptExamples
Variables & Data Typesint, float, char, long
Operators+, -, *, /, %, ==, !=, <, >, &&, ||
Conditional Statementsif, else if, else
Basic Input/OutputReading and printing values

How to Use This Guide

The 3-Step Method (For Every Problem)

StepAction
1. UnderstandWrite sample input/output. Ask: What changes each iteration?
2. Dry RunTrace variables on paper for a small value (e.g., n=4)
3. Code & TestWrite code. Test edge cases: 0, 1, negative, large values

Difficulty Legend

SymbolMeaningTime
⭐Starter — Direct application5–10 min
⭐⭐Thinker — Combine 2–3 ideas10–20 min
⭐⭐⭐Challenger — Multi-step reasoning20–40 min

Golden Rules

  1. Don't rush — Complete each phase before moving on
  2. Don't copy-paste — Type every solution yourself
  3. If stuck >20 minutes — Take a hint, don't guess blindly

Essential Patterns to Memorize

The Modulus Trick (Your Best Friend)

ExpressionResult
n % 10Last digit of n
n / 10Removes last digit of n
n % 2 == 0Checks if n is even
n % k == 0Checks if n is divisible by k

Accumulator Pattern

  • For sum: Start with sum = 0, add each iteration
  • For product: Start with product = 1, multiply each iteration

Prime Check Optimization

Check divisibility only up to √n (i.e., i * i <= n)


Dry Run Example

Problem: Sum of digits of 123

Initial: n = 123, sum = 0

Iteration 1:
  digit = 123 % 10 = 3
  sum = 0 + 3 = 3
  n = 123 / 10 = 12

Iteration 2:
  digit = 12 % 10 = 2
  sum = 3 + 2 = 5
  n = 12 / 10 = 1

Iteration 3:
  digit = 1 % 10 = 1
  sum = 5 + 1 = 6
  n = 1 / 10 = 0

Loop ends → Answer: 6

PHASE 1: While Loop Fundamentals

Purpose: Master loop control, counters, accumulators, digit extraction, and basic number properties. The while loop is ideal when iterations depend on a condition.

Section A: Basic Counting

#ProblemDifficulty
1Print numbers from 1 to 10⭐
2Print numbers from 10 to 1⭐
3Print all even numbers between 1 and 100⭐
4Print the multiplication table of a given number n⭐

Section B: Accumulation (Sums & Products)

#ProblemDifficulty
5Calculate sum of first n natural numbers⭐
6Calculate factorial of n⭐
7Calculate a^b without using built-in power function⭐⭐

Section C: Digit Extraction

#ProblemDifficulty
8Count the number of digits in an integer⭐
9Calculate sum of digits of a number⭐
10Calculate product of digits of a number⭐
11Reverse a given integer (e.g., 123 → 321)⭐⭐
12Find the largest digit in a number⭐⭐
13Find the smallest digit in a number⭐⭐

Section D: Number Properties

#ProblemDifficulty
14Check if a number is a Palindrome⭐⭐
15Check if a number is Prime⭐⭐
16Check if a number is an Armstrong number⭐⭐
17Check if a number is a Perfect number⭐⭐
18Find GCD (HCF) of two numbers using Euclidean algorithm⭐⭐
19Find LCM of two numbers⭐⭐

✅ Phase 1 Checkpoint: Can you solve problems 8–15 without looking up logic?


PHASE 2: Do-While Loop

Purpose: Understand guaranteed execution. Use do-while when code must run at least once (menus, input validation).

#ProblemDifficulty
20Keep asking user for input until they enter a positive number⭐
21Read numbers until user enters 0 → print the sum⭐
22Read numbers until user enters 0 → print the maximum⭐⭐
23Calculate running average until user enters a negative number⭐⭐
24Menu-driven calculator: Add, Subtract, Multiply, Divide, Exit⭐⭐
25Guess-the-number game with "Play again? (y/n)" option⭐⭐
26Login simulation: max 3 attempts before lockout⭐⭐

PHASE 3: For Loop

Purpose: Clean, structured iteration when range is known beforehand.

Section A: Range-Based Logic

#ProblemDifficulty
27Print all numbers from 1 to n divisible by both 3 and 5⭐
28Find sum of evens and sum of odds between 1 and n (separately)⭐
29Print all factors of a number n⭐
30Calculate sum of all factors of n⭐⭐

Section B: Prime Variations

#ProblemDifficulty
31Print all prime numbers between 1 and n⭐⭐
32Print the first n prime numbers (not primes up to n)⭐⭐⭐

Section C: Series Generation

#ProblemDifficulty
33Print first n terms of Fibonacci series⭐⭐
34Calculate sum of squares: 1² + 2² + ... + n²⭐⭐
35Calculate harmonic sum: 1 + 1/2 + 1/3 + ... + 1/n⭐⭐
36Print factorials from 1! to n! (reuse previous result)⭐⭐

PHASE 4: Nested Loops

Purpose: Multi-dimensional thinking — foundation for matrices, patterns, and sorting algorithms.

Mental Model:

  • Outer loop → controls ROWS
  • Inner loop → controls COLUMNS
#ProblemDifficulty
37Print multiplication tables from 1 to 10 in grid format⭐⭐
38Print all coordinate pairs (x, y) where 0 ≤ x ≤ n and 0 ≤ y ≤ m⭐⭐
39Print all prime numbers between 50 and 100 (outer: range, inner: prime test)⭐⭐
40Find all pairs (a, b) where 1 ≤ a, b ≤ n such that a + b = target⭐⭐
41For each number from 1 to n, count its factors⭐⭐
42Find all Pythagorean triplets (a, b, c) where 1 ≤ a < b < c ≤ n and a² + b² = c²⭐⭐⭐
43Print Pascal's Triangle for first N rows⭐⭐⭐

PHASE 5: Break & Continue

Purpose: Control loop flow — exit early or skip iterations.

Key Difference:

  • break → EXIT the entire loop immediately
  • continue → SKIP current iteration, go to next
#ProblemDifficulty
44Loop 1 to 100. If you find 37, print "Found" and stop⭐
45Print 1 to 50 but skip all multiples of 3⭐
46Read up to 10 numbers. Stop immediately if any is negative⭐⭐
47Add natural numbers 1+2+3+... until sum ≥ 100. Print last number added⭐⭐
48Print a string excluding all vowels⭐⭐
49Find the first prime number greater than n⭐⭐

PHASE 6: Mathematical Series & Advanced Number Properties

Purpose: Combine loops with formulas. Build pattern recognition.

Section A: Classic Series

#ProblemDifficulty
50Sum of cubes: 1³ + 2³ + ... + n³⭐⭐
51Arithmetic Progression: Generate first n terms with first term a and common difference d⭐⭐
52Geometric Progression: Generate first n terms with first term a and common ratio r⭐⭐
53Power series: 1 + x + x² + ... + xⁿ⭐⭐
54Factorial series: 1! + 2! + ... + n!⭐⭐
55Alternating series: 1 - 2 + 3 - 4 + 5 - ... ± n⭐⭐

Section B: Special Number Checks

#ProblemDifficulty
56Check if a number is a Strong Number (sum of factorial of digits = number)⭐⭐
57Check if a number is a Harshad/Niven Number (divisible by sum of its digits)⭐⭐
58Check if a number is an Automorphic Number (square ends with the number)⭐⭐
59Check if a number is a Happy Number (reaches 1 or enters cycle)⭐⭐⭐
60Check if two numbers are Co-Prime (GCD = 1)⭐⭐

Section C: Number Conversions

#ProblemDifficulty
61Convert Binary to Decimal (input like 101 → output 5)⭐⭐
62Convert Decimal to Binary⭐⭐
63Count set bits (1s) in binary representation of a number⭐⭐
64Prime factorization of a number (e.g., 12 → 2, 2, 3)⭐⭐

PHASE 7: Pattern Printing

Purpose: Mastery of nested loops through visualization. If you can print these, you truly understand rows (i) and columns (j).

Section A: Star Patterns

#PatternDifficulty
65Solid square: n rows of n stars⭐
66Right triangle (increasing): Row 1 has 1 star, Row 2 has 2...⭐
67Right triangle (decreasing): Row 1 has n stars... down to 1⭐⭐
68Right-aligned triangle (spaces + stars)⭐⭐
69Centered pyramid⭐⭐
70Diamond (pyramid + inverted pyramid)⭐⭐⭐
71Hollow square (stars only on border)⭐⭐
72X pattern (both diagonals)⭐⭐⭐

Section B: Number Patterns

#PatternDifficulty
73Number block: Row 1 prints 1111, Row 2 prints 2222...⭐⭐
74Increasing triangle: 1, 12, 123, 1234...⭐⭐
75Floyd's Triangle: 1, 2 3, 4 5 6... (continuous counting)⭐⭐
76Binary triangle: alternating 0s and 1s⭐⭐
77Palindromic number pyramid: 1, 121, 12321...⭐⭐⭐

PHASE 8: Final Mixed Challenges

Purpose: Combine 2–3 concepts per problem. Interview-style thinking.

#ProblemDifficulty
78Print all palindrome numbers between 1 and N⭐⭐
79Print all Armstrong numbers between 1 and N⭐⭐
80Print all Perfect numbers between 1 and N⭐⭐
81Find the number with maximum digit sum between 1 and N⭐⭐⭐
82Count numbers from 1 to 100 whose digit sum is even⭐⭐
83Count numbers divisible by 7 but not by 5 between 1 and 500⭐⭐
84Compute series: 1!/1 + 2!/2 + 3!/3 + ... + n!/n⭐⭐⭐
85Find largest power of 2 less than n⭐⭐
86Check if a number is both palindrome AND prime⭐⭐⭐
87Count occurrences of a specific digit d in a number n⭐⭐

Common Mistakes & Fixes

MistakeExampleFix
Infinite loopwhile(i > 0) but forgot i--Always update loop variable
Off-by-one errorPrinted 9 numbers instead of 10Check < vs <= carefully
Integer overflowfactorial(20) exceeds int rangeUse long for big numbers
Wrong accumulator initproduct = 0 then multiplyStart with 1 for products
Lost original valueReversed n but needed original laterStore in temp first

Final Checklist

Before moving to Arrays/DSA, confirm you can:

  • Reverse a number without converting to string
  • Write prime check using i * i <= n optimization
  • Solve any digit problem using % 10 and / 10
  • Dry-run a nested loop pattern on paper
  • Explain when to use while vs do-while vs for
  • Solve any 5-row pattern in under 10 minutes

What's Next?

After completing this guide:

  1. Arrays (1D) — Traversal, min/max, frequency counting
  2. Strings — Character manipulation, palindrome, reversal
  3. Searching — Linear search → Binary search
  4. Sorting — Bubble, Selection (nested loops apply directly)
  5. 2D Arrays — Pattern printing skills transfer directly
  6. Recursion — Replaces loops with function calls

Final Advice: Speed comes from understanding, not memorization. If you truly understand why a loop works, you'll never forget how to write it.

Happy Coding! 🚀