Machine Learning Deployment For Professionals

Machine Learning Deployment For Professionals

https://www.udemy.com/course/machine-learning-deployment-for-professionals/

Learn to deploy and scale your machine learning solutions

This program is designed for the ones who want to learn the art of machine learning model deployment. Through this program, you'll learn the foundational theories and topics that help to construct machine learning pipelines and machine learning development and deployment lifecycles. Get in-depth knowledge on how to implement a machine learning project to load the data for the evaluation process after testing.

This program includes the must-learn machine learning model deployment patterns like the MlOPS foundation. Also, learn the challenges that you can face with model deployment and mitigation techniques to follow.

Major Concepts That You'll Learn!

Introduction to machine learning in production
ML and Data lifecycle
ML Pipeline
Deploying ML solutions

This course aims to introduce different aspects of production in the Machine Learning models. It covers pre-requisites of ML deployment, ML Pipelines, challenges involved in the deployment process, and different methods of ML deployment. Finally, the course covers ML deployment solutions such as web service, batch prediction, and embedded models. This program includes all in-demand skills that any machine learning professional should learn.

Perks Of Availing This Program!