This repository holds mostly notes I have compiled as I learn python. Wherever necessary, links to the source materials are included in the python file or Jupyter Notebook.
A few notebooks are worth mentioning that have been carefully written up as standalone notebooks that take a moreorless detailed look at a particular data set. These notebooks are mostly meant to highlight how even the simplest of data setscan be analysed to an extent that one might not have expected.
Data Analysis with python
- Analysing the diamonds data set
This data set provides a few attributes about diamonds. In this notebook, we take a look at this data set to look for key trends, relationships and any particularly interesting features about the data set. The analysis can be accessed via Kaggle or simply taking a look at the raw IPython notebook.
- Analysis of the Iris data set
The iris data set is perhaps one of the most popular data sets available only being rivaled by MNIST and the Titanic data sets. One might refer to it as a Hello World data set. This notebook analyses the iris data set and shows sample implementations of regression analysis using python. It can be viewed here.
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Thank you.