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How Couchbase Simplifies Data Science (Part 2)
This blog is co-authored by Karen Yuan, a High School Intern In our previous article, we learned to do exploratory data analysis using the Couchbase Query service. We also learned to efficiently read training data with the Query APIs in...
How Couchbase Simplifies Data Science (Part 1)
This post was co-authored by Karen Yuan, a High School Intern. Data science extracts knowledge from data and applies that knowledge to solve problems. In the next two posts, we will learn how the Couchbase Data Platform can meet various...
![How to Use Couchbase as a Machine Learning Model Store [Part 2 of 2]](https://www.couchbase.com/blog/wp-content/uploads/sites/1/2021/07/machine-learning-model-store-couchbase-data-platform-800x280.png)
How to Use Couchbase as a Machine Learning Model Store [Part 2 of 2]
When it comes to machine learning, a lot is said and written about training your ML models. But of equal importance is where you store those models once you’re ready to serve up real-time predictions. Last week, we looked at...
![5 Use Cases for Real-Time Prediction Serving Systems with Couchbase [Part 1 of 2]](https://www.couchbase.com/blog/wp-content/uploads/sites/1/2021/07/machine-learning-real-time-prediction-serving-system-with-couchbase-800x280.jpg)
5 Use Cases for Real-Time Prediction Serving Systems with Couchbase [Part 1 of 2]
Every machine learning use case has different performance needs, and when it comes to ML-powered enterprise prediction serving systems, it’s no different. A machine learning (ML) model takes an input (e.g., an image) and makes a prediction about it (e.g.,...
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