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Deploying Machine Learning Models to Production

For the most part, machine learning is similar to traditional software development and most of the principles and practices that apply to traditional software development also apply to machine learning. However, are certain unique challenges that come with deploying ML models to production. In this presentation, you will look at the top challenges you face deploying machine learning models to production and how to tackle those challenges using MLOps. Key takeaways include: How machine learning differs from traditional software development, the top challenges when deploying ML models to production, what MLOps is and how to tackle ML specific challenges, and anecdotes from deploying ML models using industry principles and best practices.
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Length 0.5 hours
Starts On Demand (Start anytime)
Cost $35/month (Access to entire library- free trial available)
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Instructors D, e, v, S, C, o, n
Download Videos On Windows, MacOS, iOS, and Android Pluralsight app
Language English

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Rating Not enough ratings
Length 0.5 hours
Starts On Demand (Start anytime)
Cost $35/month (Access to entire library- free trial available)
From Pluralsight
Instructors D, e, v, S, C, o, n
Download Videos On Windows, MacOS, iOS, and Android Pluralsight app
Language English

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