IIRF Online > Finance & Accounting > Compliance > Fraud Analytics > Real-time Credit card Fraud Detection using Spark 2.2
Real-time Credit card Fraud Detection using Spark 2.2 by Udemy
Real time Credit card Fraud detection using Spark Streaming, Spark ML, Kafka, Cassandra and Airflow
Course Highlights
- Students will be able to build End to End Big data project using Spark, Kafka, Cassandra, Scala and Java
Skills you will learn!
Curriculum
9 Topics
Course Objective
About Me
Introduction Agenda
Prerequisites
Components
Introduction to Spark
Introduction to Kafka
Introduction to Cassandra
Real-time Fraud Detection Architecture
9 Topics
Agenda
Install VirtualBox and Image
Code Setup
Start Servers
Run Spark Jobs from Intellij
Clean Up
Airflow Configuration
Build Project and Start Servers
Airflow Automation
12 Topics
Agenda
Project Structure
Spark Initial Import Job
Spark ML Job
Spark Streaming Initialization and Consumption
Spark Streaming Processing and Prediction
Spark Streaming Exactly Once Semantics
Spark Streaming Grace-full Shutdown
Kafka Producer
Fraud Alert Dashboard
Airflow Automation
Course Conclusion
Real-time Credit card Fraud Detection using Spark 2.2
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