Results for: Python

How Couchbase Simplifies Data Science (Part 2)

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)

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...

Couchbase Eventing Handling Errors and Retries

Couchbase Eventing Handling Errors and Retries

The Couchbase Eventing Service allows you to promptly act on mutations (or changes) to your data. All actions in Eventing are accomplished by executing a lambda, a small piece of business logic written in JavaScript. Common use cases include data...

Announcing the 3.0 Beta Release for Mobile & Edge Computing

Announcing the 3.0 Beta Release for Mobile & Edge Computing

We’re pleased to announce the GA release of the Couchbase Lite 3.0 and Sync Gateway 3.0 platforms for mobile and edge computing solutions This major release makes great strides in the area of edge computing by expanding our edge device platform...

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...

Agrima Khanna October 6, 2021
How to Build Observability Dashboards with Prometheus, Grafana & Couchbase

How to Build Observability Dashboards with Prometheus, Grafana & Couchbase

You’ve certainly heard it before: “What gets measured gets done.” It’s true: what you observe and measure is what you can improve. The key to any improvement is to first identify what to measure and then collect the related metrics....

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 Build a Couchbase Autonomous Operator Proof of Concept

How to Build a Couchbase Autonomous Operator Proof of Concept

Whenever I hear about a customer’s first experience with the Couchbase Autonomous Operator (CAO) for Kubernetes, their first question tends to be “How much?” The answer is that it’s already included in their Enterprise Edition subscription. Joyous to hear this,...

Couchbase Cloud New Features Now Available: Public API, Improved Import

Couchbase Cloud New Features Now Available: Public API, Improved Import

We are pleased to announce the release of Couchbase Cloud version 1.6, which introduces features that streamline account administration, enhance data migration and simplify how you work with Couchbase Cloud. In this post I’ll provide a general overview of the...

Data Structures & Full-Text Search Indexing in Couchbase

Data Structures & Full-Text Search Indexing in Couchbase

This is Part 3 of a series examining Data Structures in NoSQL databases. In this post, we use Full-Text Search natural language queries against data structures in Couchbase. Part 1: Data Structures for NoSQL Applications we used simplified JSON data...

Tyler Mitchell March 16, 2021
Geospatial Basics, Spatial Databases & NoSQL Examples

Geospatial Basics, Spatial Databases & NoSQL Examples

This brief intro to several geospatial data concepts covers spatial databases, spatial indexing, and using GeoJSON data in NoSQL. What is Spatial Data? Spatial data are data types (files, databases, web services) that encode geographic information for use in location-aware...

Tyler Mitchell March 11, 2021