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This text contains a comprehensive reference for many commonly seen mathematical notations used frequently in Computer Science, including symbols (or other relevant notation), names, meanings, and programming equivalents (in Python, if any), alongside the most frequently used alphabets (i.e., Latin and Greek) and Latin abbreviations and phrases commonly used in academic literature.