Remove Business Intelligence Remove Data Engineering Remove Groups Remove Open Source
article thumbnail

What is data analytics? Analyzing and managing data for decisions

CIO

More specifically: Descriptive analytics uses historical and current data from multiple sources to describe the present state, or a specified historical state, by identifying trends and patterns. In business analytics, this is the purview of business intelligence (BI). Data analytics tools.

Analytics 322
article thumbnail

The Good and the Bad of Databricks Lakehouse Platform

Altexsoft

What is Databricks Databricks is an analytics platform with a unified set of tools for data engineering, data management , data science, and machine learning. It combines the best elements of a data warehouse, a centralized repository for structured data, and a data lake used to host large amounts of raw data.

Insiders

Sign Up for our Newsletter

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

article thumbnail

What is OLAP: A Complete Guide to Online Analytical Processing

Altexsoft

As the topic is closely related to business intelligence (BI) and data warehousing (DW), we suggest you to get familiar with general terms first: A guide to business intelligence. An overview of data warehouse types. What is data pipeline. Source: youtube.com , The Smart Method channel.

article thumbnail

The state of data quality in 2020

O'Reilly Media - Ideas

Key survey results: The C-suite is engaged with data quality. Data scientists and analysts, data engineers, and the people who manage them comprise 40% of the audience; developers and their managers, about 22%. Data quality might get worse before it gets better. An additional 7% are data engineers.

article thumbnail

Enabling privacy and choice for customers in data system design

Lacework

In many cases we see that customers prefer to have their data stored and managed locally in their home region, both for reasons of regulatory compliance and also business preference. Curated data are highly granular points of data, which while useful individually, are difficult to derive a “big picture” view from.

article thumbnail

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

Altexsoft

A Modern Data Stack (MDS) is a collection of tools and technologies used to gather, store, process, and analyze data in a scalable, efficient, and cost-effective way. The term “stack” in computing means a group of technologies working together to achieve a common goal. Data democratization.

Data 59
article thumbnail

The Good and the Bad of Hadoop Big Data Framework

Altexsoft

Apache Hadoop is an open-source Java-based framework that relies on parallel processing and distributed storage for analyzing massive datasets. Developed in 2006 by Doug Cutting and Mike Cafarella to run the web crawler Apache Nutch, it has become a standard for Big Data analytics. What is Hadoop? Apache Hadoop architecture.