article thumbnail

The 7 most common data quality issues

Collibra

Incomplete or inaccurate data, security problems, hidden data – the list is endless. Several surveys reveal the extent of cost damages across many verticals due to the problems associated with data quality. Some examples of poor data quality in business include: . Inconsistent data . Description.

article thumbnail

Leveraging user-generated social media content with text-mining examples

IBM Big Data Hub

Information retrieval The first step in the text-mining workflow is information retrieval, which requires data scientists to gather relevant textual data from various sources (e.g., websites, social media platforms, customer surveys, online reviews, emails and/or internal databases).

Mining 53
Insiders

Sign Up for our Newsletter

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

article thumbnail

How Secure Is Cloud Storage? Features, Risks, & Protection

eSecurity Planet

According to Unitrends’ 2019 cloud storage research, 62% of respondents had successfully recovered data from the cloud. This trend is expected to increase as Gartner projects a threefold rise in unstructured data capacity by 2026. The increased scalability of cloud storage can assist effective data recovery solutions.

Cloud 125
article thumbnail

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

IBM Big Data Hub

Other challenges include communicating results to non-technical stakeholders, ensuring data security, enabling efficient collaboration between data scientists and data engineers, and determining appropriate key performance indicator (KPI) metrics.

article thumbnail

Capgemini and IBM Ecosystem strengthen partnership for Drone-as-a-Service

IBM Big Data Hub

Today, utilities and many other industries use drones extensively to conduct surveys, map assets and monitor business operations. They use drones for tasks as simple as aerial photography or as complex as sophisticated data collection and processing. The global commercial drone market is projected to grow from USD 8.15

article thumbnail

Accelerating sustainable modernization with Green IT Analyzer on AWS

IBM Big Data Hub

For most organizations, IT operations and modernization form a part of their ESG objective, and according to a recent Foundry survey , about 60% of organizations seek service providers specializing in green technology areas. It helps identify energy or carbon hotspots to develop an optimization roadmap.