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Loan Default Prediction with Machine Learning

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Certification

Loan Default Prediction with Machine Learning

Machine Learning basics can be used to predict when customers will default on auto loans

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Description

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Features

This course includes

Duration

8 hours
Video Content
8 hours
Level
Advanced
Instruction Type
Self Paced
Delivery Method
Online
Available on
Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English

Skills

Linear RegressionPython ProgrammingData ScienceMachine LearningData Mining

Learning Goals

Explain and discuss the main steps of the Machine Learning cycle
Load and clean data into a python notebook
Use Exploratory Data Analysis to identify variables with likely predictive power
Use Feature Engineering to transform data into a more useful format
Build a logistic regression and random forest prediction model
Evaluate and compare model performance using common evaluation metrics

Course Content

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Target Audience

Business Intelligence Analyst
Data Scientist
Data Visualization Specialist

Course Overview

Instructor-Moderated Discussions

Post course interactions

Case-Based Learning

Personalized Teaching

FAQs

Can I download the Excel files and financial modeling templates for the course?

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₹3,018

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