Answer / Kunal Sinha

Sentiment analysis is a natural language processing technique used to identify and extract subjective information from text. It can help determine the emotional tone of the text, such as whether it is positive, negative, or neutral.

What is an imbalanced dataset? Can you list some ways to deal with it?

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Logistic regression gives probabilities as a result then how do we use it to predict a binary outcome?

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Explain Principal Component Analysis (PCA)?

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Can naive bayes be used for multiclass classification?

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What are the similarities and differences between bagging and boosting in machine learning?

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What is a sigmoid function in Machine learning?

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What Are The Steps Involved In Machine Learning Project?

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Pick an algorithm and write a Pseudocode for the same?

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How do deductive and inductive machine learning differ?

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What is the baseline in machine learning?

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What are the different methods of Sequential Supervised Learning?

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What are confounding variables?

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