How does Huffman coding compress data?
An example of an AI chatbot conversation about Huffman coding and data compression.
Can you explain how Huffman coding works for data compression?
Sure! Huffman coding is a method of compressing data by assigning variable-length codes to input characters, based on their frequencies.
How does it determine the length of the codes?
It builds a binary tree where more frequent characters have shorter codes, while less frequent characters have longer codes.
Is Huffman coding used in real-world applications?
Yes, it's widely used in file formats like JPEG and MP3 for efficient data storage and transmission.
Are there any limitations to Huffman coding?
Yes, it can be less efficient for small datasets or when the character frequencies are similar.
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