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- predict job salaries for data related fields such as data science, analytics, business intelligenece, etc. through text classification and deep learning.
- Idea is to create an end-to-end Data driven and ML powered project
Need:
- large amount of jobn postings
- salary associated with the job postings
DATA SCRAPING:
- Scrape data from Indeed
- Formating data
- Look for specific jobs such as Data Scientist
DATA CLEANING
- Removing whitespaces, redundant descriptions,
- Save it as csv file in order to export it to a Jupyter Notebook in order to do Visualizations