Data Science Interview Question 2
Most Favorable Data Science Interview Questions and Answers for Beginners
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B
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.
Why is the Naïve Bayes Algorithm known as Naïve?
The Naïve Bayes Algorithm is said to be naïve because of its naïve assumption.
This implies the conditional independence of cause.
Simply put, the presence of one cause is not normally independent of the presence of other causes.
This can be considered very difficult to accept in many cases where the probability of a particular feature is strictly correlated with another feature.
