Remove Artificial Intelligence Remove Big Data Remove Data Management Remove Data Modelling
article thumbnail

How AI and ML Can Transform Data Integration

Smart Data Collective

In this new reality, leveraging processes like ETL (Extract, Transform, Load) or API (Application Programming Interface) alone to handle the data deluge is not enough. As per the TDWI survey, more than a third (nearly 37%) of people has shown dissatisfaction with their ability to access and integrate complex data streams.

article thumbnail

Explainable AI: 5 Open-Source Tools You Should Know

The Data Administration Newsletter

Explainable AI refers to ways of ensuring that the results and outputs of artificial intelligence (AI) can be understood by humans. It contrasts with the concept of the “black box” AI, which produces answers with no explanation or understanding of how it arrived at them.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Data Vault 2.0: What You Need to Know

Astera

With rising data volumes, dynamic modeling requirements, and the need for improved operational efficiency, enterprises must equip themselves with smart solutions for efficient data management and analysis. This is where Data Vault 2.0 It supersedes Data Vault 1.0, What is Data Vault 2.0?

article thumbnail

In-Demand Business Analytics Skills to Get You Hired in 2024

The BAWorld

You can employ the concepts of probability and statistics to: Detect patterns in data. DATA MANAGEMENT Data management is about collecting, organizing and storing data in an efficient manner with security considerations and within budget limits. Avoid bias, fallacy and logical error while analyzing it.

article thumbnail

Unstructured Data Analytics — A Complete Guide

Astera

Unstructured data do not have a pre-defined schema, so it cannot be stored in a traditional database until converted into a structured format. But unstructured data is no longer dark data, unavailable for analysis. It’s fair, given the unstructured data may hold valuable insights to augment a business’s market competitiveness.

article thumbnail

A Guide To Starting A Career In Business Intelligence & The BI Skills You Need

Data Pine

For instance, you will learn valuable communication and problem-solving skills, as well as business and data management. Added to this, if you work as a data analyst you can learn about finances, marketing, IT, human resources, and any other department that you work with.

article thumbnail

Finance 360: How ETL Drives Strategic Insights In Minutes

Astera

Customer data is strategic, yet most finance organizations use only a fraction of their data. Finance 360 is a comprehensive approach to data management that bypasses these challenges, giving you a complete and accurate picture of your financial performance and health.

Finance 52