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17:46 System Requirements
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Classroom Contents
Build a Fraud Detection AI from Scratch - End to End Machine Learning Project - Part 1
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- 1 0:00 Introduction
- 2 4:08 High Level Architecture Walkthrough
- 3 17:46 System Requirements
- 4 22:40 Tools used and why
- 5 24:29 Machine Learning Features Walkthrough
- 6 30:00 Setting up the Architecture
- 7 1:00:00 Financial Transactions Producer
- 8 1:49:48 Creating High Throughput and High Performance Kafka Cluster
- 9 2:04:20 Training Fraud Detection Model
- 10 2:43:59 Machine Learning Features Implementation
- 11 4:21:00 Reviewing Generated Model and Promoting them to Production
- 12 4:44:00 Realtime Inference with Apache Spark
- 13 5:48:33 Review Fraud Transactions Inference Results
- 14 5:54:20 Outro
