article thumbnail

Data science vs. machine learning: What’s the difference?

IBM Big Data Hub

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. What is data science? This post will dive deeper into the nuances of each field.

article thumbnail

Data architecture strategy for data quality

IBM Big Data Hub

The right data architecture can help your organization improve data quality because it provides the framework that determines how data is collected, transported, stored, secured, used and shared for business intelligence and data science use cases. Perform data quality monitoring based on pre-configured rules.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Why a governance foundation is vital for cloud data platforms

Collibra

Across all industry verticals, companies are collecting much greater volumes of data, which points to the need for scalable, cost-effective solutions. They are also collecting a greater variety of data (including structured, semi-structured and unstructured data) that is difficult to describe via a single schema.

Cloud 81
article thumbnail

What is an open data lakehouse and why you should care?

IBM Big Data Hub

At the core of a data lakehouse architecture includes the storage, metadata service and the query engine, and typically a data governance component made up of a policy engine and a data dictionary. In an open data lakehouse an open data governance approach is also supported.

article thumbnail

Can visibility be the key to better privacy?

Thales Cloud Protection & Licensing

Indeed, the “Market Guide for File Analysis Software” report issued by Gartner reveals that through 2024, 80% of information governance programs that do not include unstructured, semi-structured and structured data within the same governance program will fail, up from 30% today. Better data visibility to the rescue.

Privacy 62