Create Readme.md

Author: Archi20876

Classification Models/SONAR Classifier/Readme.md

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+# **Sonar Classifier** 📡
+
+### 🎯 Goal
+To develop and evaluate a machine learning model for classifying sonar signals, distinguishing between objects such as mines and rocks based on sonar data.
+
+### 🧵 Dataset :  [LINK](https://github.com/Archi20876/machine-learning-repos/blob/main/Classification%20Models/SONAR%20Classifier/sonar_data1.csv)
+
+### 🧾 Description
+Sonar (Sound Navigation and Ranging) is a technology that uses sound waves to detect, locate, and identify objects underwater. It works by emitting sound pulses (or "pings") and listening for echoes that bounce back from objects. The time it takes for the echoes to return helps determine the distance, size, and location of the object.
+
+### 📚 Libraries Needed
+- pandas
+- numpy
+- sklearn
+- Logistics Regression
+
+## EDA Result 👉 [  Sonar Classifier.ipynb](https://github.com/Archi20876/machine-learning-repos/blob/main/Classification%20Models/SONAR%20Classifier/Sonar_Classifier%20.ipynb)