FastAPI, AI & Machine Learning for Bank Fraud Detection.

Learn FastAPI, MLFlow, AI/ML, Docker, Celery etc, to build a banking API with transaction fraud detection
2.75 (2 reviews)
Udemy
platform
English
language
Other
category
Alpha Omondi Ogilo
instructor
FastAPI, AI & Machine Learning for Bank Fraud Detection.
61
students
18.5 hours
content
Jun 2025
last update
$29.99
regular price

What you will learn

You will learn how to integrate Docker with Celery, Redis,RabbitMQ, FlowermMLFlow and FastAPI

You will learn how to use scikit learn,numpy and pandas for machine learning, to create a transaction analysis and Fraud detection system

You will learn how to use mlflow to create machine learning training pipelines and lifecycle management

You will learn how to use Reverse Proxies and load balancing with TRAEFIK

You will learn how manage multiple Docker containers with Portainer in development and in Production

You will learn how to use Loguru for comprehensive Logging

You will learn how to use Redis,RabbitMQ and celery for background machine learning task processing.

Course Gallery

FastAPI, AI & Machine Learning for Bank Fraud Detection. – Screenshot 1
Screenshot 1 – FastAPI, AI & Machine Learning for Bank Fraud Detection.
FastAPI, AI & Machine Learning for Bank Fraud Detection. – Screenshot 2
Screenshot 2 – FastAPI, AI & Machine Learning for Bank Fraud Detection.
FastAPI, AI & Machine Learning for Bank Fraud Detection. – Screenshot 3
Screenshot 3 – FastAPI, AI & Machine Learning for Bank Fraud Detection.
FastAPI, AI & Machine Learning for Bank Fraud Detection. – Screenshot 4
Screenshot 4 – FastAPI, AI & Machine Learning for Bank Fraud Detection.

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6542487
udemy ID
27/03/2025
course created date
29/05/2025
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