This repository contains the code for Applied Data Science with Python, by IBM CognitiveClass.
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
- NumPy
- SciPy
- Pandas
- Matplotlib
- Seaborn
- Folium
- Scikit-learn
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.