Installation

For basic installation / setup for Python Data Exploration, install the following :

• Python (obviously), either 2.7 or 3.4+
• Miniconda - It also comes bundled with python
• Install several libraries which will be used most (type conda install <library_name>) :
  • numpy
  • pandas
  • ggplot2
  • seaborn
  • scikit-learn
  • jupyter
• Learn how to setup virtualenv. It helps in segregating your python installations.

After installation, run jupyter notebook to start a blank notebook (.ipynb file) to work!

• get free access to gpu/tpu in following way:-
  • Kaggle kernel turn on gpu on side panel
  • google colaboratory change runtype to GPU/TPU
• getting datasets
  • kaggle dataset you can find almost all kind of data here!