Undergraduate Certificate in Data Compression and Encoding
-- ViewingNowThe Undergraduate Certificate in Data Compression and Encoding is a compact course designed to equip learners with critical skills in data management. This program’s importance lies in its focus on reducing data volumes, enhancing storage, and improving data transmission efficiency.
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โข Introduction to Data Compression: Basics of data compression, lossless and lossy compression, compression algorithms, and measures of compression efficiency.
โข Data Encoding: Techniques for data encoding, variable-length codes, Huffman coding, arithmetic coding, and universal coding.
โข Lossless Compression Techniques: Huffman coding, LZ77, LZ78, LZW, run-length encoding, and dictionary-based compression.
โข lossy Compression Techniques: Transform coding, subband coding, wavelet coding, and fractal compression.
โข Audio Compression: Digital audio signal processing, PCM, ยต-law and A-law companding, audio compression standards, and audio codecs.
โข Image Compression: Digital image processing, image compression standards, and image codecs.
โข Video Compression: Digital video signal processing, video compression standards, and video codecs.
โข Compression Applications: Data compression in multimedia, databases, and networking.
โข Compression Theory: Information theory, entropy coding, and rate-distortion theory.
โข Compression Tools and Libraries: Implementing compression algorithms using popular libraries such as zlib, libpng, and ffmpeg.
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