Category: 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...
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
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....
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]](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...
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 & 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...
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....