Hello all, this is the 2nd part of our series, the series includes-

  1. Introduction and Exploratory Data Analysis
  2. Feature Engineering, Modelling and Deployment

In the previous blog, we saw detailed analysis of the data. Now, it’s time to start some feature engineering and building models.

Table of Content-

  1. Baseline Model
  2. Feature Engineering
  3. Modelling
  4. Deployment
  5. Future Work
  6. References

1. Baseline Model-

First, we will make prediction only based on medians of the data and we will use it as our baseline model.


Hello readers, from the title you must have gotten the idea of what this blog is all about. We will be creating an end to end case study. This is my first time writing a blog, hope you all like it. I have divided this blog into a series of two blogs.

  1. Introduction and Exploratory Data Analysis
  2. Feature Engineering, Modelling and Deployment

Table of Content-

  1. Problem Statement
  2. Real world objective/constraint
  3. Data source and overview
  4. Performance Metrics
  5. Existing Solution
  6. First cut Approach
  7. Exploratory Data Analysis
  8. References

Let’s get started!

1. Problem statement-

This is a Kaggle competition problem which was held nearly 3 years ago. In this…

Tushar Aggarwal

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