Unit-I Introduction of Machine Learning
SPPU Previous Year UNIT-I Question and Answer of ML asked in Insem Examination
Show how machine learning differs from traditional programming. Elaborate with suitable diagram. Machine learning vs. traditional programming While both traditional programming and machine learning aim to solve problems using computers, they fundamentally differ in their approach to how the computer arrives at a solution. Traditional programming In traditional programming, a programmer explicitly defines a set of rules, instructions, or algorithms that the computer follows to process input data and produce a desired output. The logic and steps are meticulously crafted by humans, and the system executes them deterministically. Traditional programming model diagram Input -> Explicit Instructions (Program) -> Output Machine learning In contrast, machine learning involves training a model using a large dataset. Instead of being given explicit instructions for every possible scenario, the machine learning mo...
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