What is Huffman coding and how does it work?
An example of an AI chatbot conversation about Huffman coding and its application in data compression.
Can you explain what Huffman coding is?
Huffman coding is a compression algorithm that reduces the size of data by assigning variable-length codes to input characters.
How does it determine the length of the codes?
It uses a frequency analysis of the characters; more frequent characters get shorter codes, while less frequent ones get longer codes.
What are the benefits of using Huffman coding?
The main benefits are reduced file sizes and efficient data transmission, making it ideal for applications like text compression.
Can you give me an example of how it works?
Sure! For example, if 'A' appears 50 times and 'B' appears 10 times, 'A' might be coded as '0' and 'B' as '1'.
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