The correct answer is: C. both a and b
Machine learning is a field of computer science that gives computers the ability to learn without being explicitly programmed. In other words, machine learning algorithms can learn from data and improve their performance over time without being explicitly told how to do so.
Data mining is a process of extracting knowledge from data. It involves the application of statistical, mathematical, and computational techniques to identify patterns and trends in data. Data mining can be used to solve a variety of problems, such as fraud detection, customer segmentation, and product recommendation.
Both machine learning and data mining are important tools for data analysis. Machine learning can be used to build models that can make predictions or decisions, while data mining can be used to identify patterns and trends in data.
Here is a brief explanation of each option:
- Option A: Machine learning relates with the study, design and development of the algorithms that give computers the capability to learn without being explicitly programmed.
This is a correct statement. Machine learning is a field of computer science that gives computers the ability to learn without being explicitly programmed. In other words, machine learning algorithms can learn from data and improve their performance over time without being explicitly told how to do so.
- Option B: Data mining can be defined as the process in which the unstructured data tries to extract knowledge or unknown interesting patterns.
This is also a correct statement. Data mining is a process of extracting knowledge from data. It involves the application of statistical, mathematical, and computational techniques to identify patterns and trends in data. Data mining can be used to solve a variety of problems, such as fraud detection, customer segmentation, and product recommendation.
- Option C: both a and b
This is the correct answer. Both machine learning and data mining are important tools for data analysis. Machine learning can be used to build models that can make predictions or decisions, while data mining can be used to identify patterns and trends in data.
- Option D: none of the above
This is the incorrect answer. Both machine learning and data mining are important tools for data analysis.