Know Your Worth: Build A Job Salary Estimator
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Learn how to build a job salary estimator using machine learning. Analyze job market data, use regression models to predict salaries, and understand the factors affecting salary ranges for various positions and industries.
At a Glance
Want to know how much a data science job pays? Use our cutting-edge model that utilizes text mining and BERT to estimate salary from job posting descriptions. Simply copy and paste the job description to get your estimate. Say goodbye to hours of research; our model will give you the information you need quickly and easily.
A Look at the Project Ahead
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- Prepare text for analysis through various stages
- Vectorize text for ML tasks using state-of-the-art NLP models (the BERT model for embeddings)
- Design and fit deep neural network model
- Use the model for the new data
What You’ll Need
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