Machine Learning Model Deployment Explained | All About ML Model Deployment

Опубликовано: 10 Февраль 2025
на канале: Learn with Whiteboard

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Imagine that you’ve spent several months creating a machine learning model (or ml model) that performs a task X. It might feel great, but let me tell you, you're not done yet. Ideally, you'll want your model to perform this X task in a reactive approach. And this is where machine learning model deployment comes into play.
This video will give you basics of ml model deployment overview and the prerequisites needed to perform an ideal one. We cover various aspects of machine learning model deployment explained with a defined structure.

After watching this video, you'll be able to answer,
What does it mean to deploy a machine learning model
What is model deployment in ml
High-Level architecture of an ml system
What are different methods to deploy ml model
Full picture of machine learning model deployment explained
Which factors you should consider when determining your model deployment method
How model deployment in ml works
Overview of ml model deployment explained
What does it mean by machine learning model deployment

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