tiadwi / data-science-nanodegree

Data-Science-Nanodegree

This is a repository of my projects in Udacity's Data Science Nanodegree program.

Project 1: Writing a Data Scientist Blog Post

In this project, I was conducting exploratory data analysis using a Diamond dataset from ggplot2 GitHub repository. This is a real-world dataset containing approximately 54K diamond prices with its features. After doing several data pre-processing techniques, I also developed machine learning models using K-nearest neighbor, Random Forest Regressor, and AdaBoost Algorithm from the sci-kit-learn library. I tried to communicate my findings in a Medium post which gives the readers insights into the questions of interest about the data.

Please find the notebook and blog post at these links:

• Notebook
• Medium Blogpost