Tag: python
Couchbase 2022 Predictions: Technology Adoption Trends will Improve Developer Agility and Create Dynamic and Interactive CX in 2022
No doubt the pandemic is a unique situation that taught the world to expect the unexpected, ushering in new challenges that forced organizations to accelerate digital transformation efforts at unprecedented speeds. While what’s to come further into 2022 is still...
ML Meets NoSQL: Integrating Python User-Defined Functions with SQL++ 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...
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...
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....
![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...
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...
How to Take Python Input in Couchbase
Writing software is never easy. Writing software that appeals to users requires interacting with them. So do you get relevant data that you can put to use on behalf of users? Python – the most-wanted language for building software according...
Data Structures & Algorithms For NoSQL Applications
This article introduces Data Structures and how they work with Couchbase Server 7.0 Scopes and Collections features. What are data structures? Couchbase Data Structures is an API feature that aligns the language of the database interface with a programming language....
Geospatial queries: Using Python to search cities
Using Python we are creating a tool that will use geospatial queries with Couchbase REST API and Couchbase Full Text Search, which will help us in searching a database of cities.
Improved SDK Authentication Methods – Couchbase 5.0
Couchbase Server 5.0 delivers some great new authentication features that require some minor changes to your client connection code. The specific changes to the SDK are outlined in this post and also refer to changes made in the pre-release April Developer Build as...
cbping Should Be Your New Friend
If you have used the command line ping utility to check simple network connectivity between hosts, you know how useful it is. Well there is a utility like that for Couchbase now. It is aptly named cbping and it will...