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ML Pipeline with Kafka Integration

This directory contains 4 workflows.

Icon1. Offline Model Training 

1. Offline Model Training Batch Model Training for Fraud Detection using Feedforward Neural Network TAGS: Deep Learning,Classification

Icon2. Kafka Producer 

2. Kafka Producer Retrieve fraud data from database and stream it using kafka for model depployment TAGS: kafka,data streaming

Icon3. Model Deployment with kafka 

3. Model Deployment with kafka Kafka consumer retrieve the data send through kafka producer and stream it through trained model to predict the output. […]

Icon4. Retrain Model 

4. Retrain Model Retrain the model after a certain amount of incoming data for future deployment TAGS: model training,deep learning,classification