Machine Learning Deployment For Professionals

Learn to deploy and scale your machine learning solutions

4.35 (23 reviews)
Udemy
platform
English
language
Data Science
category
Machine Learning Deployment For Professionals
297
students
6.5 hours
content
Apr 2022
last update
$49.99
regular price

What you will learn

Learn to deploy your machine learning solutions

Learn the process pipeline for machine learning systems

Deploy in popular cloud hosting solutions

Learn to deploy on Linux and Windows system

Why take this course?

Want To Master The Skills Behind The Machine Learning Deployment?


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!

  • Get Well-Structured Content

  • Learn From Industry Experts

  • Learn Trending Machine Learning Tool & Technologies


So why are you waiting? Get yourself updated with the latest and in-demand machine learning skills.


Reviews

Jon
February 6, 2023
Glossing over a lot of details, feels like there needs to be several prerequisites before taking this course
Fabricio
June 29, 2022
This course is very nice. The content is precious, and the presenter shows a o lot of confidence. The problem is that they don’t share the slides where are the links for most references. They also could care less about questions. I make one more than a month ago and I got no reply.
Diego
May 30, 2022
Although the objective of the course was not what I was expecting (I was expecting more of a kubeflow pipelines tutorial), the lecturer gave some very good insights about deploying ML models which I wasn't aware of. The plethora of possibilities given by the lecturer make this course a necessary step for the decision on ML architectures deployments.

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Related Topics

4647598
udemy ID
4/18/2022
course created date
5/11/2022
course indexed date
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course submited by