Understanding the datasets

Here, we are using two datasets. The two datasets are as follows:

  • The scraped dataset
  • The job recommendation challenge dataset

Let's start with the scraped dataset.

Scraped dataset

For this dataset, we have scraped the dummy resume from indeed.com (we are using this data just for learning and research purposes). We will download the resumes of users in PDF format. These will become our dataset. The code for this is given at this GitHub link: https://github.com/jalajthanaki/Basic_job_recommendation_engine/blob/master/indeed_scrap.py.

Take a look at the code given in the following screenshot:

Scraped dataset

Figure 6.1: Code snippet for scraping ...

Get Machine Learning Solutions now with the O’Reilly learning platform.

O’Reilly members experience live online training, plus books, videos, and digital content from nearly 200 publishers.