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AI ML Model Deployment

Instructor led best course to learn how to deploy AI and ML models in production. Also how to build scalable model training and inferencing pipelines.

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4.7

Rating

10 Hrs

Duration

Beginner

Level

10

Assignments

What you'll learn

Deploying ML models in production at scale
Servicing ML workflows as micro service
Automating and orchestrating complex AI pipelines

Who should take this course

Anyone who wants to deploy ML models in production
Anyone who wants to make career in ML Ops

Skills you'll gain

Model Inferencing
API
Micro service
Docker
Data pipelines
AWS

Course contents

Creating rest API for ML model inferencing

Building micro service in python using flask
Deploying micro services in prod

Using Kubeflow pipelines

Using Airflow

Advanced Python programming

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