Tag: Machine Learning
![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.,...
How to Harness Real-Time Data Analytics Using Operational Data
Today’s organizations generate data at massive scales and volumes. Applications running on servers in the cloud, data centers and edge devices all produce more data, from more data sources, than ever before. With this growth, enterprises constantly grapple with efficiently...
Couchbase Mobile Offers Embedded Java Write Throughput and More
Couchbase Mobile extends the power of Couchbase to the edge, securely managing and syncing data from any cloud to edge devices or directly between edge devices. In this post, I discuss the main features in the Couchbase Lite and Sync...
Enable AI-driven Insights Using Couchbase: A Practical Framework
Chris Galy, Chief People Officer at Couchbase, explained in an article you can find with a quick Google search that our mission is about channeling our passion to solve hard problems so our customers can innovate and change the world....
Make Machine Learning Predictions With Couchbase Lite
Couchbase Lite’s Predictive Query API allows applications to leverage pre-trained, Machine Learning(ML) models to run predictive queries against data in embedded Couchbase Lite database in a convenient, fast and always-available way. These predictions can be combined with predictions made against...
Machine Learning with Couchbase and Nexosis
Machine Learning is a tool that is helping developers and data scientists to accomplish all sorts of tasks: Classification – organize and tag data Regression – find relationships between data points Forecasting – use current data to predict the future...
Using Google Artificial Intelligence Services in Couchbase N1QL
“If you’re not using deep learning, you should be.” – Jeff Dean, Google Fellow. Google has started out with a mission to empower everything and everyone with Artificial Intelligence (A.I.). It has open-sourced Tensorflow and supporting libraries to enable developers...