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Data Representation in ML

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Data Representation in ML

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Data Representation

CSC 321 : M&AL
Microprocessor and Assembly Language

, Outline
 Introduction
 Numbering Systems
 Binary & Hexadecimal Numbers
 Base Conversions
 Integer Storage Sizes
 Binary and Hexadecimal Addition
 Signed Integers and 2's Complement Notation
 Binary and Hexadecimal subtraction
 Carry and Overflow

, Introduction
 Computers only deal with binary data (0s and 1s).
 Many different forms of data:
 Numbers: 2 Types
 Integers: 33, +128, -2827
 Real numbers: 1.33, +9.55609, -6.76E12, +4.33E-03
 Alphanumeric characters (letters, numbers, signs, control
characters): examples: A, a, c, 1 ,3, ", +, Ctrl, Shift, etc.
 Images (still or moving): Usually represented by numbers representing
the Red, Green and Blue (RGB) colors of each pixel in an image,
 Sounds: Numbers representing sound amplitudes sampled at a certain
rate (usually 20kHz).
 So in general we have two major data types that need to be
represented in computers; numbers and characters.

, Numbering Systems

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Uploaded on
January 14, 2021
Number of pages
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Written in
2020/2021
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Class notes
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Yasir faheem
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