Khalid Sabban
Machine Learning Engineer
User's Destination
Build a Model to predict in which country a new user will make his or her first booking.
- Python
- Pandas
- NumPy
- Matplotlib
- Scikit-Learn
- ML Algorithms
Price predictor
Regression task: Predict the price of laptop.
- Python
- Pandas
- NumPy
- Matplotlib
- Scikit-Learn
- XGBoost
- Flask
Titanic
Classification task: Build model to classifie passangers if they will survive.
- Python
- Pandas
- NumPy
- Matplotlib
- Scikit-Learn
- XGBoost
Credit Card Approval
Build a machine learning model to predict if an applicant is a 'good' or 'bad' client to decide to give him a loan.
- Python
- Pandas
- NumPy
- Matplotlib
- Scikit-Learn
- XGBoost
Salary App
Learn from the world's largest and most trusted community of professional software developers to predict salaries (Stack Overflow Annual Developer Survey)
- Python
- Pandas
- Numpy
- streamlit
- xgboost
Customer Segmentation
Understand the data and cluster the customers into similar groups, so we can give them targeted advertising, products, etc.
- Python
- Pandas
- Matplotlib
- KMeans
Book Recommendation
Build a book recommendation system based on Collaborative Filtering that suggests 5 books for users.
- Python
- Pandas
- Numpy
- Flask
