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Feature Stores in Practice: Train and Deploy an End-to-End Fraud Detection Model with Featureform

Offered By: MLOps World: Machine Learning in Production via YouTube

Tags

Machine Learning Courses Redis Courses Amazon SageMaker Courses MLOps Courses Data Engineering Courses Fraud Detection Courses Model Deployment Courses Model Training Courses

Course Description

Overview

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Explore the practical application of feature stores in machine learning operations through a comprehensive workshop on building a fraud detection model from scratch. Learn how to utilize Featureform's open-source feature store alongside tools like Redis and Sagemaker to train and deploy a model. Gain insights into the role of feature stores within the MLOps stack, understand their value proposition, and discover practical implementation techniques. Join Simba Khadder, Founder & CEO of Featureform, for an in-depth, hour-long session that bridges theory and practice in the realm of machine learning in production.

Syllabus

Feature Stores in Practice: Train and Deploy an End-to-End Fraud Detection Model with Featureform...


Taught by

MLOps World: Machine Learning in Production

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