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Machine Learning Model Deployment on Heroku Using Flask
Jan. 20, 2022, 7:17 a.m. | Charu Makhijani
Towards Data Science - Medium towardsdatascience.com
Machine Learning Platform as a Service
Photo by Kevin Ku on UnsplashA few weeks back I wrote a post about deploying a machine learning model using Spark and it's a great way to deploy ML models if you want to do predictions in a batch and not real-time.
Machine Learning Model deployment using Spark
But if you want predictions in real-time, then this solution is not ideal, because…
- It will take a couple of seconds to make predictions and …
data science deployment flask heroku learning machine machine learning ml-model-deployment ml-pipeline model deployment real-time-analytics
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