Data Science & AI Guide

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Python Data Science Stack

import pandas as pd
import numpy as np
from sklearn.model_selection import train_test_split
from sklearn.ensemble import RandomForestClassifier

# Load and prepare data
df = pd.read_csv('data.csv')
X = df.drop('target', axis=1)
y = df['target']