Udemy – Credit Scoring with Machine Learning: A Practical Guide

File Name: Credit Scoring with Machine Learning: A Practical Guide
Content Source: https://www.udemy.com/course/credit-scoring/?couponCode=MT150725C
Genre / Category: Other Tutorials
File Size : 926.5 MB
Publisher: Julia Fetjukova
Updated and Published: July 20, 2025
Product Details

This course is designed to give you practical, hands-on skills and a clear, structured path to understanding credit scoring with machine learning – a vital topic in today’s data-driven finance and fintech sectors.

Led by a data scientist with over 12 years of experience in analytics, machine learning, and developing AI-powered applications, this course focuses on real-world implementation – not just theory.

This course will give you the tools and mindset you need to build, evaluate, and understand credit scoring models using Python and Scikit-learn.


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Tools and Technologies:

  • Python
  • Jupyter Notebook
  • Pandas
  • Matplotlib & Seaborn
  • Scikit-learn

This course is project-driven, beginner-friendly, and highly practical. Each topic includes step-by-step demonstrations and visual explanations to help you confidently apply what you learn.

By the end of this course, you’ll not only be able to build a credit scoring model, but also understand the business implications of your predictions – a skill that’s essential in regulated industries like lending and finance.

Who this course is for:

  • Data scientists and analysts who want to deepen their understanding of credit scoring
  • Beginner Python developers who are curious about machine learning and want a practical, applied case study to start with
  • Data analysts looking to transition into machine learning roles
  • Credit risk professionals seeking to understand how machine learning can be used in lending decisions
  • Software developers and engineers interested in how credit scoring systems work and how to implement them
  • Anyone interested in AI applications
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