MACHINE LEARNING WITH PYTHON COOKBOOK

Machine Learning with Python – Cookbook Guide

This cookbook-style guide gives you practical, ready-to-use recipes for solving real-world problems using Python and tools like Scikit-learn.

🧠 1. Data Preparation

📥 Load Dataset

import pandas as pd

df = pd.read_csv("data.csv")

🧹 Handle Missing Values

df = df.fillna(df.mean())

🔄 Encode Categorical Data

Machine Learning with Python – Cookbook Guide

This cookbook-style guide gives you practical, ready-to-use recipes for solving real-world problems using Python and tools like Scikit-learn.

🧠 1. Data Preparation

📥 Load Dataset

import pandas as pd

df = pd.read_csv("data.csv")

🧹 Handle Missing Values

df = df.fillna(df.mean())

🔄 Encode Categorical Data

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