Advanced Applications

Scratch notebook for the miscellaneous applications: Open Python Apps Tutorial

You will need the diabetes.csv file (click to download) to do the tutorials.

Title Description Reading Time
Handling Data with Pandas In this module we will learn how to handle data with the pandas library in Python. Pandas is a powerful library that provides data structures and data analysis tools for… 7 min
Data Visualization with Matplotlib In this module we will learn how to visualize data using Matplotlib, a powerful plotting library in Python. We will cover various types of plots including line charts, bar… 3 min
Decision Trees with Scikit-learn In this module we will learn how to use the Decision Tree Classifier from the Scikit-learn library to classify diabetes data. We will use a dataset that contains various… 2 min
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