Which of the following is a valid definition for Machine Learning? Where machines are designed to adapt the algorithms for data analytics against specific criteria created by their programmersWhere machines undertake data analytics using pre-set algorithms, working independently of their programmersWhere machines learn from their own experience of analysing data and create and adapt their own algorithms for data analyticsWhere machines are programmed to improve their algorithms for data analytics based on the programmer’s experience
Question
Which of the following is a valid definition for Machine Learning? Where machines are designed to adapt the algorithms for data analytics against specific criteria created by their programmersWhere machines undertake data analytics using pre-set algorithms, working independently of their programmersWhere machines learn from their own experience of analysing data and create and adapt their own algorithms for data analyticsWhere machines are programmed to improve their algorithms for data analytics based on the programmer’s experience
Solution
The valid definition for Machine Learning is: "Where machines learn from their own experience of analysing data and create and adapt their own algorithms for data analytics".
This is because Machine Learning is a type of artificial intelligence (AI) that allows software applications to become more accurate in predicting outcomes without being explicitly programmed to do so. Machine Learning algorithms use historical data as input to predict new output values.
Recommendations about what could be of interest to a user or predictions about the amount of goods sold next month are examples of machine learning tasks. In other words, the machines learn from past experience or historical data to produce reliable and repeatable decisions and results.
The other options are not valid definitions of Machine Learning because they either involve explicit programming by humans or do not involve the machine learning and adapting from its own data analysis.
Similar Questions
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Machine learning is a subset of which of the following.(1 Point)Artificial intelligenceDeep learningData learningNone of the above
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Machine learning is a subset of which of the following.
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