What are the best compression techniques for data?
An example of an AI chatbot conversation about data compression techniques.
What are the best compression techniques for data?
The best compression techniques include Huffman coding, Lempel-Ziv-Welch (LZW), and Run-Length Encoding (RLE). Each has its use cases.
Can you explain how Huffman coding works?
Huffman coding is a variable-length coding scheme that assigns shorter codes to more frequent symbols, optimizing data size.
What about lossless vs lossy compression?
Lossless compression retains all original data, while lossy compression reduces file size by removing some data, often used in images and audio.
Which technique is best for images?
For images, lossy techniques like JPEG are popular, but PNG uses lossless compression, making it ideal for images needing high fidelity.
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