Remove Aggregated Data Remove Datasets Remove NoSQL
article thumbnail

Python for Data Engineering

Ascend.io

High Performance Python is inherently efficient and robust, enabling data engineers to handle large datasets with ease: Speed & Reliability: At its core, Python is designed to handle large datasets swiftly , making it ideal for data-intensive tasks.

article thumbnail

ELT Explained: What You Need to Know

Ascend.io

Extract The initial stage of the ELT process is the extraction of data from various source systems. This phase involves collecting raw data from the sources, which can range from structured data in SQL or NoSQL servers, CRM and ERP systems, to unstructured data from text files, emails, and web pages.

Insiders

Sign Up for our Newsletter

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

Trending Sources

article thumbnail

Real-Time Analytics on DynamoDB - Using DynamoDB Streams with Lambda and ElastiCache

Rockset

Low data latency requirements rule out ETL-based solutions which increase your data latency above the real-time threshold and inevitably lead to “ETL hell”. DynamoDB is a fully managed NoSQL database provided by AWS that is optimized for point lookups and small range scans using a partition key.

NoSQL 40
article thumbnail

Case Study: How Rockset's Real-Time Analytics Platform Propels the Growth of Our NFT Marketplace

Rockset

Also, DynamoDB, as a NoSQL database, doesn’t support SQL commands such as JOINING multiple tables. One was to create another data pipeline that would aggregate data as it was ingested into DynamoDB. And that’s true for small datasets and larger ones. A Faster, Friendlier Solution We considered a few alternatives.

SQL 52
article thumbnail

The Good and the Bad of the Elasticsearch Search and Analytics Engine

AltexSoft

Whether you’re an enterprise striving to manage large datasets or a small business looking to make sense of your data, knowing the strengths and weaknesses of Elasticsearch can be invaluable. But like any technology, it has its share of pros and cons. What is Elasticsearch?

article thumbnail

20 Best Open Source Big Data Projects to Contribute on GitHub

ProjectPro

Multi-node, multi-GPU deployments are also supported by RAPIDS, allowing for substantially faster processing and training on much bigger datasets. TDengine Source: www.taosdata.com TDengine is an open-source big data platform tailored for IoT , linked automobiles, and industrial IoT. Trino Source: trino.io

article thumbnail

The Modern Data Stack: What It Is, How It Works, Use Cases, and Ways to Implement

AltexSoft

Databases store key information that powers a company’s product, such as user data and product data. The ones that keep only relational data in a tabular format are called SQL or relational database management systems (RDBMSs). Data transformation component in a modern data stack.

IT 59