Tag: Couchbase Analytics

Leveraging your ML models with Couchbase Analytics User Defined Functions (UDF)

Leveraging your ML models with Couchbase Analytics User Defined Functions (UDF)

With Couchbase 7.0 you’re now capable of allowing integration of Python UDFs with Couchbase Analytics. In Part 1 of this blog series, we covered the essentials for getting Couchbase and the Analytics for Machine Learning (ML) set up. ML has...

February 16, 2022
PepsiCo’s Journey to Inventory Management Modernization

PepsiCo’s Journey to Inventory Management Modernization

Retailers everywhere have been forced to modernize if not for changing consumer behaviors, then as a result of Covid-19. In this blog post, we illustrate the PepsiCo case study – why they chose to modernize now, and why they chose...

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
Your Guide to User-Defined Functions in Couchbase Analytics

Your Guide to User-Defined Functions in Couchbase Analytics

User-defined functions put you in the driver’s seat when it comes to querying and analyzing your data. In the Couchbase ecosystem, user-defined functions (UDFs) are reusable and parameterizable N1QL queries that enable you to modularize queries and increase code reuse...

August 26, 2021
Level Up Your Data Analytics with the New CUBE Functionality in Couchbase Analytics

Level Up Your Data Analytics with the New CUBE Functionality in Couchbase Analytics

Data analytics capabilities in Couchbase just got more robust with the 7.0 release. I’m excited to announce two new powerful capabilities now available as part of Couchbase Analytics: 1) the CUBE functionality, and 2) ROLLUP aggregation, both to help you...

August 17, 2021
Simplify Your Data Analysis with Scopes & Collections in Couchbase Analytics

Simplify Your Data Analysis with Scopes & Collections in Couchbase Analytics

Scopes and Collections aren’t just for organizing your data – now they can be used for your data analytics as well. As part of the Couchbase 7.0 release, support for Scopes and Collections has been extended to the Analytics Service...

August 13, 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...

Amp Up Your Data Analysis with the New ROLLUP Aggregation in Couchbase Analytics

Amp Up Your Data Analysis with the New ROLLUP Aggregation in Couchbase Analytics

I’m excited to announce two new powerful data analysis capabilities now available as part of Couchbase Analytics: 1) ROLLUP aggregation, and 2) CUBE functionality, both to help you aggregate data across multiple document attributes. The addition of the ROLLUP aggregation...

August 4, 2021
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
Query Admission Control in Couchbase Analytics

Query Admission Control in Couchbase Analytics

Couchbase Analytics is optimized to perform ad-hoc analytical queries, which typically process more data than one can fit in memory. It employs a massively parallel processing (MPP) engine that attempts to fully utilize the available processing power in any given...

Couchbase Analytics: Customers’ Moments of Truth Revealed!

Couchbase Analytics: Customers’ Moments of Truth Revealed!

Introduction I recently joined Couchbase’s product team to lead Couchbase Analytics. This Analytics Service enables our customers to measure near-real time business operations, derive insights from data, and drive agile decisions to expand business growth. Within my first few weeks...

June 16, 2020