Data Science & Machine Learning Bootcamp (Full Courses & Projects) - Credit Risk Modeling Using Machine Learning – Full Python Data Science Project (Step-by-Step)

In this project, we’ll build a Credit Risk Modeling system using Python and Machine Learning from scratch. You’ll learn how to process real-world financial data, apply Scikit-learn for model training, and deploy an interactive dashboard with Streamlit. Whether you’re a beginner in data science or preparing for interviews, this step-by-step tutorial will help you understand how to evaluate credit risk, handle imbalanced datasets, and create a complete end-to-end data science project in Python. Dataset: https://www.kaggle.com/datasets/kabure/german-credit-data-with-risk Thanks for watching the video! I share new Data Science content regularly. If you enjoyed it, feel free to subscribe for more. Playlists you may like: Data Science Full Courses & Projects https://youtube.com/playlist?list=PLTsu3dft3CWiow7L7WrCd27ohlra_5PGH&si=H2EbXaOKIGgJGhkN Python Data Analysis Tutorials https://youtube.com/playlist?list=PLTsu3dft3CWhwPJcaAc-k6a8vAqBx2_0t&si=w3iBNkpbH2EHV6Ex Python Machine Learning Tutorials https://youtube.com/playlist?list=PLTsu3dft3CWhSJh3x5T6jqPWTTg2i6jp1&si=Sml7pJbJZJEF-wBu AI Tutorials https://youtube.com/playlist?list=PLTsu3dft3CWhAAPowINZa5cMZ5elpfrxW&si=ko9hqjHo_HuocvN0 Watch next: Fraud Detection Using Machine Learning – Full Python Data Science Project (94% Accuracy) https://youtu.be/4Od5_z28iIE?si=hBd9xAlxkBZCST8j Python Machine Learning Project Tutorial https://youtu.be/I7DZP4rVQOU?si=NYvcAVP1uWkuDq02 Python Data Science Bootcamp: Zero Experience to Expert in 7 Hours (7 Full Courses & Projects) https://youtu.be/6gDLcTcePhM?si=P_s1BkznjGhcHpDo Python Exploratory Data Analysis Project: Analyze Volleyball Data with Pandas (Step-by-Step Tutorial) https://youtu.be/c6O0KWcg4Eg?si=DF8vfS96mDogReGL Customer Segmentation Using Machine Learning (K-Means Clustering) – Full Python Data Science Project https://youtu.be/-LGwdrajMZ0?si=FzrKbcK1C0LHrvnV Courses: https://www.onurbaltaci.com/courses Contact for sponsorships: https://www.onurbaltaci.com/contact Join the Data Science Discord community: https://discord.gg/BaVm6Rt4h8 Chapters: 00:00:00 Intro 00:00:35 Dataset Card 00:02:37 Data Science Project 01:05:21 Outro