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What is precision, recall, and F1-score?

In Machine Learning, Precision, Recall, and F1-score are evaluation metrics mainly used for classification problems, especially when the dataset is imbalanced.

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Difference Between Linear Regression and Logistic Regression

Both Linear Regression and Logistic Regression are supervised machine learning algorithms, but they are used for different types of problems.

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What is Logistic Regression?

Logistic Regression is a Supervised Machine Learning algorithm mainly used for classification problems.

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What is Linear Regression?

Linear Regression is a Supervised Machine Learning algorithm used to predict a continuous numeric value based on one or more input features.

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Difference between classification and regression?

In machine learning interviews, classification vs regression is one of the most frequently asked fundamental questions. The key difference lies in the type of output they predict.

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What is supervised learning?

Supervised learning is one of the most fundamental concepts in Machine Learning Machine Learning and is frequently asked in interviews.

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Difference Between AI, ML, and Deep Learning

AI is the broader concept of creating systems that can mimic human intelligence.

It includes:

  • Decision making

  • Reasoning

  • Problem solving

  • Language understanding

  • Robotics

  • Expert systems

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Custom Hooks in React

Custom Hooks in React are reusable JavaScript functions that start with the prefix use and allow you to extract and reuse stateful logic across multiple components.

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When should you use useReducer instead of useState?

You should use useReducer instead of useState when state logic becomes complex, interconnected, or harder to manage with simple updates.

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Difference between useEffect and useLayoutEffect?

In React, both useEffect and useLayoutEffect are used to run side effects in functional components, but they differ mainly in timing of execution and use cases.

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