nawaz-kmr / DataAnalysis-MachineLearning-Template

Data Analysis / Machine Learning pre-set jupyter-notebook template, especially for competitions.

Data Analysis & Machine Learning Template

Data Analysis / Machine Learning preset jupyter-notebook template, especially for competitions.

Purpose

• Reduce tasks of repeated data munging and training.
• Easy to use anywhere!

How-To-Use

1. Download DA-ML-Template.ipynb file
2. Upload to your Google Drive.
3. Change your Directory and File name
   • '<google-drive-path1>', '<google-drive-path2>'
   • '<training-dataset>.csv'
   • '<test-dataset>.csv'
   • '<google-drive-path1>', '<google-drive-path2>'
   • '<submission_file_name>.csv'
4. Analyze it!

Template Flow

Environment

• Google Colaboratory (almost as same as Jupyter Notebook)
  • python 3.6+, pandas, scikit-learn and some dependencies.
• Google Drive
  • CSV File I/O via Google Colaboratory.