Describing my little different approach from all existing approaches.

Photo by Victor Garcia on Unsplash

Table of content:

  • Introduction
  • Mapping as ML problem
  • About the Data
  • Evaluation Metrics
  • Exploratory Data Analysis
  • Data Preparation and Modelling
  • Conclusion & Future Work
  • References

1. Introduction

Assume that your breathing became consistently labored and shallow. After visiting the hospital, your doctor confirmed that you are suffering from pulmonary fibrosis(PF). PF is a lung disease, which has no known cause and no known cure. It occurs when lung tissue becomes damaged and scarred. As this condition worsens, your breath will become short progressively. Lung damage caused by pulmonary fibrosis is irreparable, in other words, we can…


Photo by Scott Graham on Unsplash

Table of Content:

  1. Introduction
  2. Business Problem
  3. Mapping to ML Problem
  4. About the Data
  5. Evaluation Metrics
  6. Exploratory Data Analysis
  7. Data Preparation and Feature Engineering
  8. Applying ML models
  9. Conclusion & Future Work
  10. References

1. Introduction

It is true, that life is unpredictable. There might be some uncertain events that can occur in your life, such as a serious car accident, a financial setback in your business, and home damage caused by windstorm or hail. And when you are already devastated by those unfortunate events, your only focus will be on your family and other loved ones. Filing insurance claims and submerging yourself in all the paperwork with…

Purnima Chowrasia

I adore the beauty of mathematics behind each and every algorithms in Machine learning. I am no expert, still I know a lot.

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