Tag: Machine Learning

How Couchbase Simplifies Data Science (Part 1)

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...

ML Meets NoSQL: Integrating Python User-Defined Functions with N1QL for Analytics

ML Meets NoSQL: Integrating Python User-Defined Functions with N1QL for Analytics

After conversations with our customers about the delay in obtaining analytical insights from their Python-based machine learning models, we set out to create a seamless pipeline from Python to Couchbase Analytics that returns faster insights in real time.  Introduction With...

, November 8, 2021
Training a Linear Regression Model with Couchbase & a Jupyter Notebook: Step-by-Step Tutorial

Training a Linear Regression Model with Couchbase & a Jupyter Notebook: Step-by-Step Tutorial

Data scientists love Jupyter Notebooks – and it makes a natural pairing with the Couchbase document database. Why? The Jupyter Notebook web application lets you create and share documents that contain narrative text, equations and the like for use cases...

October 6, 2021
Couchbase Analytics Now Supports Azure Blob Storage Using External Analytics Collections

Couchbase Analytics Now Supports Azure Blob Storage Using External Analytics Collections

You can now analyze even more of your enterprise data using Couchbase Analytics – without having to move or migrate a byte. Starting today, I’m excited to announce the forthcoming support for Microsoft Azure Blob Storage for external Analytics Collections...

Announcing Couchbase Server 7.0

Announcing Couchbase Server 7.0

Couchbase Server 7.0 solves the requirements of modern application development. In doing so, it settles the debate over using relational or NoSQL databases. There’s no more need to compromise. (Try it out for yourself here or skip straight to the...

How to Use Couchbase as a Machine Learning Model Store [Part 2 of 2]

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...

How to Harness Real-Time Data Analytics Using Operational Data

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...

July 1, 2021
Couchbase Mobile Offers Embedded Java Write Throughput and More

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

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 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...

February 27, 2018