Added import libraries part.

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K
2025-11-02 22:02:44 +05:30
parent e5347feffc
commit 5df648ac33
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@@ -15,6 +15,7 @@ Perform following tasks:
## Steps
1. Importing Libraries
1. Data Loading and Pre-processing
2. Outlier Detection
3. Correlation Analysis
@@ -25,6 +26,21 @@ Perform following tasks:
## Code
0. Importing Libraries:
```python3
# Import necessary libraries
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LinearRegression
from sklearn.ensemble import RandomForestRegressor
from sklearn.metrics import r2_score, mean_squared_error, mean_absolute_error
from math import radians, cos, sin, asin, sqrt
```
1. Data Loading & Preprocessing:
```python3