Offered By: IBMSkillsNetwork
Know Your Worth: Build A Job Salary Estimator
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.
Continue readingGuided Project
Data Science
152 EnrolledAt 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
- 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
Estimated Effort
45 Min
Level
Intermediate
Industries
Information Technology
Skills You Will Learn
Deep Learning, Machine Learning, Python, Regression, Text Preprocessing
Language
English
Course Code
GPXX086PEN