Building the revised approach

In this section, we will be using the readily available job recommendation challenge dataset. We have already covered the data attributes of this dataset. We will be using a context-based approach to build the recommendation engine. In order to build the revised approach, we need to perform the following steps. The code for the revised approach is given at this GitHub link: https://github.com/jalajthanaki/Job_recommendation_engine/blob/master/Job_recommendation_engine.ipynb

Let's implement the following steps:

  • Loading the dataset
  • Splitting the training and testing datasets
  • Exploratory data analysis
  • Building the recommendation engine using the jobs datafile

Loading the dataset

As you know, the dataset is in various files. ...

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.