ML Toolbox 1- Exploratory Data Analysis using Numpy, Pandas & Matplotlib

Goal: learn to use vanilla Python and some of its data processing and scientific libraries such as Pandas, NumPy, and Matplotlib.

To install the required libraries of Python, please go through the steps described in the following document: "Python Libraries Installation and Usage Instructions".

How to use Google Colab (chapter 2, Geron)

Reading Task:

Go through the following Jupyter notebooks to understand the basics of Python and some of its non-ML libraries. The steps are self-explanatory and basic.

Getting to Know Python Libraries for Exploratory Data Analysis: Read the following notebook to learn how to use Pandas, NumPy, and Matplotlib Python libraries to perform very basic data analysis.

Practice Task:

Dataset