Manoj Kumar Maratha Email and Phone Number

In this project, I built a machine learning model using logistic regression to determine whether a data point represents a hill or a valley. The steps I followed include cleaning the data using the Pandas library and visualizing it for better understanding. I then split the data into training and testing sets using the Scikit-learn library. The logistic regression model was trained on the training data and used to make predictions on the test data. Finally, I evaluated the model's performance using the accuracy_score metric, achieving an accuracy of 73%.

In this project, I built a machine learning model using linear regression to predict profit. The steps I followed include cleaning the data using the Pandas library and visualizing it for better understanding. I also removed outliers from the data. Then, I split the data into training and testing sets using the Scikit-learn library. The linear regression model was trained on the training data and used to make predictions on the test data. Finally, I evaluated the model's performance using the appropriate scoring metric.