Will Your Education Pay You Well?

Author(s): Harsh Darji

Originally published on Towards AI.

Wage analysis using Random Forest

https://pixabay.com/photos/woman-adult-people-money-3261425/

Wage analysis is a process of comparing the salaries based on the attributes attached to the employee. Of course, there are several factors like the company, location which contributes to the wage. However, we will analyze the Mid-Atlantic wage dataset, which is available here.

For execution reason, I have utilized PySpark and Apache Spark Docker Jupyter Notebook, and you can utilize python and scikit or some other bundles.

We should peruse our information and perceive what it looks like:

We have a lot of categorical variables like Marital, race, education, job class, health, and health_ins, so we need to convert them into integer… Read the full blog for free on Medium.

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Published via Towards AI