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AI Detection Systems Portfolio - Coggle Diagram
AI Detection Systems Portfolio
Overview
AI-powered detection and classification
AI Fraud Detection System
Description
Key Features
Suspicious transactions
Transaction patterns
Fraud risk scores
ML classification
Real-time alerts
Technologies
Python
Pandas
Scikit-learn
Machine Learning
Flask/Streamlit
Goal
Spam Email Detector
Description
Key Features
Text preprocessing
Email classification
Spam probability
Keyword analysis
User interface
Technologies
Python
NLP
TF-IDF
Scikit-learn
Streamlit
Goal
Fake News Detection
Description
Key Features
News text analysis
NLP
Fake vs Real
Confidence score
Performance visualization
Technologies
Python
NLP
Machine Learning
Scikit-learn
Pandas
Streamlit
Goal
Skills Demonstrated
Machine Learning
NLP
Data Cleaning
Feature Engineering
Classification
Model Evaluation
Python
Data Visualization
Web App Development