Salary Prediction Model

Salary Prediction Model

Assessment

Interactive Video

Engineering, Mathematics, Information Technology (IT), Architecture

University

Hard

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This video tutorial covers the process of building a machine learning model using multivariate regression to predict salaries for an HR department. It includes data exploration, cleaning, preparation, and feature engineering. The tutorial also demonstrates model training, evaluation, and prediction using Python libraries such as Pandas, sklearn, and joblib.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the linear relationship between the factors in the data set?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the role of the word2number module in the project?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of saving and loading the trained model.

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the model predict the salary for a candidate based on their experience and test scores?

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