IBM Journey to AI blog

DECEMBER 19, 2023

This is caused by: Multiple first-mile reviews to ensure no adverse business impacts, including privacy concerns, data classification, business continuity and regulatory compliance (and most of these are manual).

Data Classification 71

Data Classification 71

AWS Machine Learning Blog

DECEMBER 5, 2023

For instance, according to International Data Corporation (IDC), the world’s data volume is expected to increase tenfold by 2025, with unstructured data accounting for a significant portion. The metadata generated can be customized during the ingestion process with Amazon Kendra Custom Document Enrichment (CDE) custom logic.

AWS 98

AWS ML ML Natural Language Processing 98

AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project typically combines optical character recognition (OCR) and natural language processing (NLP) to automatically read and understand documents. Use the right technology to store data For IDP workflows, most of the data is likely to be documents.

AWS 88

AWS Natural Language Processing ML ML 88

IBM Journey to AI blog

JULY 7, 2023

Best practices for proactive data security Best cybersecurity practices mean ensuring your information security in many and varied ways and from many angles. Here are some data security measures that every organization should strongly consider implementing. Define sensitive data. Establish a cybersecurity policy.

Data Governance 40

Data Governance Data Lakes Database Cloud Computing 40

Dataconomy

AUGUST 31, 2023

The goal of unsupervised learning is to identify structures in the data, such as clusters, dimensions, or anomalies, without prior knowledge of the expected output. This can be useful for discovering hidden patterns, identifying outliers, and reducing the complexity of high-dimensional data.

Machine Learning 136

Machine Learning Machine Learning Supervised Learning Algorithm 136

IBM Journey to AI blog

AUGUST 1, 2023

Foundation models can be trained to perform tasks such as data classification, the identification of objects within images (computer vision) and natural language processing (NLP) (understanding and generating text) with a high degree of accuracy.

AI 59

AI AI Machine Learning Machine Learning 59

IBM Journey to AI blog

DECEMBER 20, 2023

Classification algorithms —predict categorical output variables (e.g., “junk” or “not junk”) by labeling pieces of input data. Classification algorithms include logistic regression, k-nearest neighbors and support vector machines (SVMs), among others.

Machine Learning 81

Machine Learning Machine Learning Supervised Learning Clustering 81

Alation

FEBRUARY 10, 2022

Data classification is necessary for leveraging data effectively and efficiently. Effective data classification helps mitigate risk, maintain governance and compliance, improve efficiencies, and help businesses understand and better use data. Manual Data Classification. Labeling the asset.

Data Classification 52

Data Classification Data Governance Data Analyst ML 52

phData

FEBRUARY 16, 2023

The benefit of having a smaller number of larger projects is you’ll unlock a complete view of model lineage and have richer documentation across functional areas. These projects should include all functional areas within the data platform including analytics engineering, machine learning , and data science.

Database 52

Database Azure Data Classification Data Governance 52

Alation

MARCH 1, 2022

“Time is money,” said Leonard Kwok, Senior Data Analyst, ARC. “The quicker we can fix data, the sooner we can deliver to customers on time. Manual lineage gives us a quick and easy way to document data relationships and trace where it came from. Data classification via tags is a simple yet powerful capability.

Data Warehouse 52

Data Warehouse Data Lakes Cloud Data Database 52

ODSC - Open Data Science

MARCH 17, 2023

Video of the Week: Automated Data Classification In this video, Alex Gorelik will be discussing automated data classification. You can find the schedule here on our website, but be sure to read on for a breakdown of what you can expect from each day.

Deep Learning 52

Deep Learning Deep Learning Data Classification Machine Learning 52