From e8fed7e977362a36ee120057d38e211f5b7611b9 Mon Sep 17 00:00:00 2001
From: Yash kumar kaushik <108153942+ykk12345@users.noreply.github.com>
Date: Fri, 27 Oct 2023 10:58:56 +0530
Subject: [PATCH] Create Machine-Learning.py

---
 Machine-Learning.py | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)
 create mode 100644 Machine-Learning.py

diff --git a/Machine-Learning.py b/Machine-Learning.py
new file mode 100644
index 00000000..3d780fe6
--- /dev/null
+++ b/Machine-Learning.py
@@ -0,0 +1,20 @@
+// Machine learning code using Python
+
+// 1. LinearRegression
+  import numpy as np
+from sklearn.linear_model import LinearRegression
+
+# Sample data
+X = np.array([1, 2, 3, 4, 5]).reshape(-1, 1)
+y = np.array([2, 4, 5, 4, 5])
+
+# Create a linear regression model
+model = LinearRegression()
+
+# Fit the model to the data
+model.fit(X, y)
+
+# Make predictions
+X_new = np.array([6]).reshape(-1, 1)
+predicted_y = model.predict(X_new)
+print("Predicted value:", predicted_y[0])