/applied-data-science

CognitiveClass Applied Data Science in Python

Primary LanguageJupyter Notebook

Applied Data Science with Python

This repository contains the code for Applied Data Science with Python, by IBM CognitiveClass.

About the course

This is a three-part course of the Applied Data Science with Python learning path. The course focuses on getting hands-on experience using the Python for Data Science. The repository constitutes Jupyter Notebooks for the following three courses in their respective directories.

  • Python for Data Science
  • Data Analysis with Python
  • Data Visualization with Python

The code samples have been tested using Python 3.7.3

Some important Python libraries

  • NumPy
  • SciPy
  • Pandas
  • Matplotlib
  • Seaborn
  • Folium
  • Scikit-learn

Installation

If you have an existing Python 3.7.x installation on a Unix-like system, you can install the above libraries using pip:

sudo -H python3 -m pip install <Library>

In case you are running Python 3.7.x on Windows use:

py -3 -m pip install <Library>

Alternatively, you can install Anaconda Distribution for your particular platform anaconda.

Acknowledgments