📘Python Example Book

Welcome to the Python Example Book! This book introduces the key Python concepts that we’ll be using throughout the course. 🐍

It focuses on selected topics and the core ideas behind them. While it’s not an exhaustive reference, it provides a solid foundation. Feel free to explore additional resources if you’d like to dive deeper. 🔍📚

⚠️ Note: This is a live book and will be continuously updated with new content and improvements.

✨ Happy Learning! 🚀

Python Basics

• 🐍 Python Data Types
• 🐍 Python Data Structure and Functions

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