Data Science Interview Question 14
Most Favorable Data Science Interview Questions and Answers for Beginners
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Greetings.
I am a machine learning engineer based in India, possessing a sustained interest in machine learning since my undergraduate studies. I have completed Stanford University's machine learning course (Andrew Ng) via Coursera, and IBM's machine learning and deep learning curriculum. My current focus is on machine learning and data science projects, aiming to leverage my expertise for impactful, real-world problem-solving.
What rules you should follow while splitting a dataset?
- There are two main rules that you should make sure of while splitting a dataset into a training set and a test set:
Both datasets should reflect the distribution of the original dataset.
The original dataset should be randomly shuffled while dividing the data.
