Think in Scala & master the highest paid programming language in the US
Scala is used at many places, such as AirBnB, Apple, Bank of America, BBC, Barclays, Capital One, Citibank, Coursera, eBay, JP Morgan, LinkedIn, Morgan Stanley, Netflix, Singapore Exchange, Twitter.
Study our 116 Scala Algorithms: 6 fully free, 65 published & 51 upcoming
Fully unit-tested, with explanations and relevant concepts; new algorithms published about once a week.
- Compute the length of longest valid parentheses
- Monitor success rate of a process that may fail
- Find combinations adding up to N (unique)
- Find k closest elements to a value in a sorted Array
- Make a queue using stacks (Lists in Scala)
- Single-elimination tournament tree
- Quick Sort sorting algorithm in pure immutable Scala
- Find minimum missing positive number in a sequence
- Compute a Roman numeral for an Integer, and vice-versa
- Matching parentheses algorithm with foldLeft and a state machine
- Traverse a tree Breadth-First, immutably
- Read a matrix as a spiral
- Remove duplicates from a sorted list (state machine)
- Merge Sort: stack-safe, tail-recursive, in pure immutable Scala, N-way
- Longest increasing sub-sequence length
- Binary search a generic Array
- Merge Sort: in pure immutable Scala
- Make a queue using Maps
- Is an Array a permutation?
- Count number of contiguous countries by colors
- Add numbers without using addition (plus sign)
- Tic Tac Toe MinMax solve
- Run-length encoding (RLE) Encoder
- Print Alphabet Diamond
- Balanced parentheses algorithm with tail-call recursion optimisation
- Reverse a String's words efficiently
- Count number of changes (manipulations) needed to make an anagram with foldLeft and a MultiSet
- Count passing cars
- Counting inversions of a sequence (array) using a Merge Sort
- Longest common prefix of strings
- Check if an array is a palindrome
- Check a directed graph has a routing between two nodes (depth-first search)
- Compute nth row of Pascal's triangle
- Run-length encoding (RLE) Decoder
- Check if a number is a palindrome
- In a range of numbers, count the numbers divisible by a specific integer
- Find the index of a substring ('indexOf')
- Reshape a matrix
- Closest pair of coordinates in a 2D plane
- Find the contiguous slice with the minimum average
- Compute maximum sum of subarray (Kadane's algorithm)
- Pure-functional double linked list
- Binary search in a rotated sorted array
- Check if a directed graph has cycles
- Rotate Array right in pure-functional Scala - using an unusual immutable efficient approach
- Length of the longest common substring
- Tic Tac Toe board check
- Find an unpaired number in an array
- Check if a String is a palindrome
- Count binary gap size of a number using tail recursion
- Remove duplicates from a sorted list (Sliding)
- Find sub-array with the maximum sum
- Find the minimum absolute difference of two partitions
- Find maximum potential profit from an array of stock price
- Fibonacci in purely functional immutable Scala
- Fizz Buzz in purely functional immutable Scala
- Find combinations adding up to N (non-unique)
- Make a binary search tree (Red-Black tree)
- Remove duplicates from an unsorted List
- Count factors/divisors of an integer
- Compute single-digit sum of digits
- Traverse a tree Depth-First
- Reverse bits of an integer
- QuickSelect Selection Algorithm (kth smallest item/order statistic)
- Rotate a matrix by 90 degrees clockwise
Explore the 21 most useful Scala concepts
To save you going through various tutorials, we cherry-picked the most useful Scala concepts in a consistent form.
- Class Inside Class
- Class Inside Def
- Def Inside Def
- Drop, Take, dropRight, takeRight
- foldLeft and foldRight
- Lazy List
- Option Type
- Partial Function
- Pattern Matching
- scanLeft and scanRight
- Sliding / Sliding Window
- Stack Safety
- State machine
- Tail Recursion
- Type Class
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How the algorithms look
- A description/goal of the algorithm.
- An explanation with both Scala and logical parts.
- A proof or a derivation, where appropriate.
- Links to Scala concepts used in this specific algorithm, also unit-tested.
- An implementation in pure-functional immutable Scala, with efficiency in mind (for most algorithms, this is for paid subscribers only).
- Unit tests, with a button to run them immediately in our in-browser IDE.
What our users say
I was struggling with how best to take the algorithm and translate it into Scala code that represented the Scala idiom.
I didn't even know doing this [algos immutably] was possible.
This is awesome!