Essential JavaScript Algorithms for Interviews

Nov 22, 2024

Lecture Notes: JavaScript Algorithms for Coding Interviews

Course Overview

  • Instructor: Mukhtar from Coding Monkey.
  • Objective: Prepare students for LeetCode style coding challenges, focusing on 10 key JavaScript algorithms.
  • Target Audience: Beginners aiming to tackle coding interviews at big tech companies.

Key JavaScript Algorithms

1. Reversing a String and Integer

  • Common Interview Question: Reversing strings or integers.
  • String Reversal Example:
    • Use a loop to prepend each character.
    • Use modern JavaScript syntax for cleaner code.
    • Built-in methods: split(), reverse(), join().
  • Integer Reversal:
    • Convert integer to string, reverse, then convert back.
    • Handle edge cases like negative numbers.
    • Use Math.sign and parseInt to preserve sign.

2. Palindrome Check

  • Definition: A string that reads the same backward.
  • Solution:
    • Reverse the string and compare.
    • Use split(), reverse(), join() to reverse.
  • Optimization: Compare within a single line using JavaScript chaining.

3. Character Frequency

  • Problem: Find the most commonly used character in a string.
  • Solution:
    • Use an object to count character occurrences.
    • Loop through object to find maximum frequency.
    • Use Object.entries for older syntax, or for...in for cleaner code.

4. Array Chunking

  • Problem: Divide an array into subarrays of specified size.
  • Solution:
    • Use Array.slice() to get chunks.
    • Use a loop and increment by chunk size.

5. Capitalization

  • Problem: Capitalize the first letter of each word in a string.
  • Solution:
    • Split string into words.
    • Capitalize first letter of each word using toUpperCase().
    • Use Array.map() for cleaner syntax.

6. Anagram Check

  • Definition: Two strings with identical character counts.
  • Solution 1:
    • Build character maps for both strings.
    • Compare maps for equality.
  • Solution 2 (Optimized):
    • Sort both strings and compare directly.

7. Vowel Count

  • Problem: Count vowels in a string.
  • Solution 1 (Regex):
    • Use String.match() with regex for vowels.
  • Solution 2 (Without Regex):
    • Loop through string, check against an array of vowels.

8. FizzBuzz Challenge

  • Problem: Print numbers with special rules for multiples of 3 and 5.
  • Solution:
    • Use modulo operator % to check divisibility.
    • Print "Fizz", "Buzz", or "FizzBuzz" accordingly.

9. Step Shapes

  • Problem: Print a step shape using pound signs.
  • Solution:
    • Use nested loops to handle rows and columns.
    • Ensure correct spaces on the right.

10. Pyramid Shapes

  • Problem: Print a pyramid shape with spaces on both sides.
  • Solution:
    • Use nested loops recognizing midpoint for rows.
    • Ensure symmetry with spaces on left and right.

11. Spiral Matrix

  • Problem: Create a spiral matrix of numbers.
  • Solution:
    • Define start and end points for rows and columns.
    • Use multiple loops for each side of the matrix.
    • Use a while loop to handle inner spirals.

Bonus Material

  • GitHub Repository: Access to additional coding challenges and LeetCode problems.
  • Homework: Explore and use the two-pointer technique and Array.every() for problem-solving.

Additional Notes

  • Practice: Try solving examples and homework assignments for better understanding.
  • Resources: MDN documentation for JavaScript methods and functions.
  • Advice: Incrementally build solutions; start with simpler components and expand.