Skip to content
/ Fraud-Detection Public

Complete ML Project of Fraud detection using credit card transections dataset. This projects includes EDA, Feature Engineering and Model Implementations

0 stars 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

RANA-ATI/Fraud-Detection

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
.gitignore
.gitignore
 
 
READme.md
READme.md
 
 
feature_engineer_file.ipynb
feature_engineer_file.ipynb
 
 
fraud_detection_EDA.ipynb
fraud_detection_EDA.ipynb
 
 
model_implementations.ipynb
model_implementations.ipynb
 
 
requirements.txt
requirements.txt
 
 

Repository files navigation

Problem: Credit Card Transactions Fraud Detection

Dataset: https://www.kaggle.com/datasets/kartik2112/fraud-detection?resource=download

Project Details

There are three notebooks in the folder:

  • File 1 : EDA (Exploratory Data Analysis) Notebook

    • Data Analysis
    • Data Cleaning and Preprocessing
    • Data Visualization

  • File 2 : Feature Engineering Notebook

    • Basic Feature Creation
    • Advance Feature Creation

  • File 3 : Model Implementation Notebook

    • Dealing Skewness (EDA)
    • Popular ML/DL Model Implementations

About

Complete ML Project of Fraud detection using credit card transections dataset. This projects includes EDA, Feature Engineering and Model Implementations

Resources

Readme
Activity

Stars

0 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages