1 - Collect at least 5,000 Job Ads for Data Scientists from Indeed.com.2 - Collect at least 5,000 Job Ads for Software Engineers from Indeed.com.3 - Collect at least 5,000 Job Ads for Data Engineers...

1 - Collect at least 5,000 Job Ads for Data Scientists from Indeed.com.2 - Collect at least 5,000 Job Ads for Software Engineers from Indeed.com.3 - Collect at least 5,000 Job Ads for Data Engineers from Indeed.com.4 - Get the html for each Ad.5 - Extract the text from the html and create a csv with 1 Ad per line and 2 columns: ,6- Train a classification model that can predict whether a given Ad is for a Data Scientist, Software Engineer or Data Engineer.Notes: - For Steps 1,2,3 you have to focus on Ads from specific cities. As many cities as you need to get to 5000 for all 3 types. Each team will work on a different set of cities, so please send me your preferences as soon as possible. - Your trained model will be evaluated on a separate test set that you will not have access to before the deadline.- The deliverables include:The scraping script(s)The classification script(s)Instructions on how to run the 2 scriptsA zip with the raw html of each AdThe csv from step 5Selected Cities: Denver, Stanford, Hoboken, Atlanta, Miami, Cincinnati,Salt lake city, Las Vegas, New Orleans, Orlando