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Thus, a representation that compresses the storage size of a file from 10 MB to 2 MB yields a space saving of 1 - 2/10 = 0.8, often notated as a percentage, 80%. For signals of indefinite size, such as streaming audio and video, the compression ratio is defined in terms of uncompressed and compressed data rates instead of data sizes:
Data compression aims to reduce the size of data files, enhancing storage efficiency and speeding up data transmission. K-means clustering, an unsupervised machine learning algorithm, is employed to partition a dataset into a specified number of clusters, k, each represented by the centroid of its points. This process condenses extensive ...
File size is a measure of how much data a computer file contains or how much storage space it is allocated. Typically, file size is expressed in units based on byte . A large value is often expressed with a metric prefix (as in megabyte and gigabyte ) or a binary prefix (as in mebibyte and gibibyte ).
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The program was first sold publicly as Keynote 1.0 in 2003, competing against existing presentation software, most notably Microsoft PowerPoint. [7] In 2005, Apple began selling Keynote 2.0 in conjunction with Pages, a new word processing and page layout application, in a software package called iWork.
In PowerPoint, there are theme variants, which provide different color schemes for a theme. In Outlook, there is a Propose New Time feature, the ability to see calendars side by side, and a weather forecast in the calendar view. [20] Outlook 2016 for Mac has very limited support for synchronization of collaboration services outside basic email ...
Images can be compressed with options for insertion into documents, email, or web pages. [16] After editing, users can view or discard unsaved changes, overwrite the original image, rename and save the new image, or export it to another location. Users can also share images in email, to an intranet location, or to a SharePoint library. [7]
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