Python Example Book

The Python book will introduce the relevant Python concepts that we will be using in the course.

It covers selected topics and the key ideas within it. This is not an exhaustive reference, please refer to additional material if you wish to deep dive into the topics

This is a live book and will be constantly updated.

Happy Learning!

Python Basics

• 🐍 Python Data Types
• 🐍 Python Data Structure

Python for Data Analysis

• 🐼 Pandas Overview
• 🐼📊 Pandas inbuilt.plot() methods

Data Pre-processing

• 🔎 Missing Values Treatment
• ⚖️ Data Scaling Methods

ML Techniques

• 📏K-NN Hyperparamaters
• 🌲 Decision Tree Visualization
• 🤖 Support Vector Machines
• 🌀Clustering