Project 4: Prediction of salary Based on years of experience-InsideAIML
Project 4: Prediction of salary Based on years of experience-InsideAIML
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To build a machine learning model and predict the salary of the employees based on year of experience
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ᐅ What is Regression?
ᐅ Salary Prediction in machine learning
ᐅ Regression in machine learning
ᐅ Supervised Learning
ᐅ Machine Learning Projects
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salary appears 16 time, density: 1.14%
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» Project 4: Prediction of salary Based on years of experience
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🢬 Problem Statement
🢬 Dataset description
🢬 Model Building
🢬 Visualization
🢬 Model Evaluation
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› World's Best AI Learning Platform with profoundly Demanding Certification Programs
› Top Discussion
› Master's In Artificial Intelligence Job Guarantee Program
› Live Master class : Python for Artificial Intelligence.
› Importing libraries
› Importing data
› Displaying dataset
› Checking shape of dataset
› Checking dataset information
› Checking for none values
› Splitting of dataset into independent and dependent variables
› Independent variable
› Dependent variable
› Plotting Scatter plot to check relationship between independent variable and dependent variable
› Splitting dataset for training set and testing set
› Displaying x_train
› Displaying y_train
› Displaying y_test
› Fitting Simple Linear regression to the training set
› Predicting the Test set results
› Displaying y_pred (Predicted salary)
› Displaying y_test (Real salary)
› Calculating Error/ Residue
› Visualizing the training set results
› Visualizing the testing set results
› Calculating Intercept and Coefficient
› Submit Review
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https://insideaiml.com/blog/Project-4:-Prediction-of-salary-Based-on-years-of-experience-1121
Project 4: Prediction of salary Based on years of experience-InsideAIML
To build a machine learning model and predict the salary of the employees based on year of experience . . .
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