This course is aimed at teaching how to analyze data using Python. It will take you from the basics of Python to exploring many different types of data. You will learn how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from data, and more!
You will learn how to:
- Import data sets
- Clean and prepare data for analysis
- Manipulate pandas DataFrame
- Summarize data
- Build machine learning models using scikit-learn
The various notebooks containing the content for each day are available in Notebooks folder.
To run the notebooks, you will be required to have jupyter notebook installed on your system.
- To install jupyter notebooks, write the following in your terminal.
pip install jupyter notebook
- Launch jupyter notebooks using
jupyter notebook