article thumbnail

Designing A Non-Relational Database Engine

Data Engineering Podcast

In this episode Oren Eini, CEO and creator of RavenDB, explores the nuances of relational vs. non-relational engines, and the strategies for designing a non-relational database. document, K/V, graph) change that calculus? When designing and building a database, what are the initial set of questions that need to be answered?

article thumbnail

How to Update Documents in Elasticsearch

Rockset

When building applications on change data capture (CDC) data using Elasticsearch, you’ll want to architect the system to handle frequent updates or modifications to the existing documents in an index. The index API retrieves the entire document, makes changes to the document and then reindexes the document.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Classifying Long Text Documents Using BERT

KDnuggets

Transformer based language models such as BERT are really good at understanding the semantic context because they were designed specifically for that purpose. How can we use BERT to classify long text documents? BERT outperforms all NLP baselines, but as we say in the scientific community, “no free lunch”.

Designing 109
article thumbnail

Architectural Design in Software Engineering: A Comprehensive Guide

Knowledge Hut

Herein lies the role of architectural design in software engineering. Software Engineer Training online will help you understand the basics before you jump into design architecture software engineering. Remarkably, studies indicate that poor design is the reason behind 75% of software project failures.

article thumbnail

Best Software Design Principles to Know in 2024

Knowledge Hut

As we head into 2024, let's take a moment to explore the heart and soul of s oftware development - Design Principles. In this blog, we'll talk about some of the coolest software design principles you need to know in 2024. What are Software Design Principles? Why are Software Design Principles Important?

article thumbnail

How to design a dbt model from scratch

Towards Data Science

I mean how do you know the right design? This underscores the importance of thinking carefully about how we design models, not just on our own in dbt, but collectively with all of our stakeholders, to make sure the model is accurate and effective , and we don’t waste our time building each model 4–5 times before its useful.

article thumbnail

Introducing Cloudera DataFlow Designer: Self-service, No-Code Dataflow Design

Cloudera

These are the questions we asked ourselves, and I am excited to announce the technical preview of DataFlow Designer, making self-service dataflow development a reality for Cloudera customers. Figure 1: The Designer canvas with a brand new look and feel. directly in the designer makes building new flows a lot more self-service.