Algorithm every developer should learn | Full stack development | CodeMarch 🤩

❤️ Algoritm every Developer Should know💥👇

1. Binary Search
Binary search is one of the first things taught in any computer science class. It is perhaps the simplest example of how a little bit of ingenuity can make things, quite literally, exponentially more efficient.

2. Huffman Coding
Huffman coding is the foundation of modern text compression. It works by considering how often different characters appear in a text, and organizes them in a tree based on this frequency.

3. Breadth First Search
Again, trees turn out to be at the heart of a lot of algorithms and software that developers work with. As such, understanding basic tree traversal is a top priority for an aspiring developer.

4. Depth First Search
Continuing with tree traversal, Depth-First Search is the other main approach for finding an element in a tree. Instead of working down the tree level by level, it explores the tree branch by branch.

5. Dijkstra’s algorithm
is a way of finding the quickest path between two nodes in a graph. It is the foundation of most work done in path-finding and finds itself used in anything from artificial intelligence to game design.

6. Gradient Descent
is a method of procedure optimizing functions using calculus. In the context of regression and machine learning, this means finding specific values that minimize the error in your prediction algorithm. While it is certainly more mathematically involved that a lot of these other algorithms, if you are working significantly with data and predictions, understanding how gradient descent works is incredibly important.

7. Selection, Bubble, and Insertion Sort
Sorting algorithms are one of the most fundamental tools that a developer should have in their arsenal. Selection, Bubble, and Insertion sort are some of the first that new developers should work through. In any scenario when speed matters you’re not going to be using these algorithms but working with them is a great introduction to array traversal and manipulation.

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