World Population 2024 using Machine Learning

Techniques Used:

• Data Cleaning
• Data Visualization
• Handling Missing Values
• Pre-Processing
• Modeling Training

Techniques Used:

• Linear Regression
• Support Vector Regressorli>
• Random Forest Regressor
• Decision Tree Regressor

Model Evaluation Method:

• Mean Squared Error
• R2 Score

Packages and Tools Required:

• Pandas
• Matplotlib
• Seaborn
• Scikit Learn
• Jupyter Notebook

Packages Installation:

• pip install numpy
• pip install pandas
• pip install seaborn
• pip install scikit-learn
• pip install matplotlib