BParesh89 / data_science

This Repository contains all my data science projects

data_science

This repository is all about Data Science/Machine Learning.

Projects:

• Customer Retention - Telecom company data set
• Predicting Building Permit Issue Times - Real world data set

Machine Learning Examples:

• Boston Housing Price Prediction: Linear Regression
• Gender Guessing: Logistic Regression)
• Movie Rating: Naive Bayes
• Wine Quality Classification: Decision Tree, Random Forest, AdaBoost and Gradient Boosting
• Wine variety classification: Unsupervised Clustering

Inferential Statistics Examples:

• Is Human Body Temperature 98.6 and more questions answered!
• Does US Job Market discriminate based on Race?
• Hospital Readmit Analysis and conclusions

Exploratory Data Analysis Examples:

• World Bank Projects: JSON file
• Mondial: XML File

In addition,

• My Writings:
  • Art of Learning Data Science ,
  • Doing Part of Data Science,
  • Real Data Science Project Ideas: My Approach,
  • Data Story Asking,
  • Inferential Statistics Basics Part 1
• Study Notes
• Detailed Project Report Example

I appreciate feedback and comments, please contact me by writing to [e-mail] Are you a recruiter/hiring manager, like to know more about me? My LinkedIn profile