IBM Journey to AI blog

OCTOBER 12, 2023

Among the tasks necessary for internal and external compliance is the ability to report on the metadata of an AI model. Metadata includes details specific to an AI model such as: The AI model’s creation (when it was created, who created it, etc.)

Data Scientist 234

Data Scientist Metadata Responsible AI Explainability 234

IBM Journey to AI blog

OCTOBER 14, 2024

“ Gen AI has elevated the importance of unstructured data, namely documents, for RAG as well as LLM fine-tuning and traditional analytics for machine learning, business intelligence and data engineering,” says Edward Calvesbert, Vice President of Product Management at IBM watsonx and one of IBM’s resident data experts.

Business Intelligence 195

Business Intelligence AI AI Automation 195

IBM Journey to AI blog

JULY 3, 2024

According to International Data Corporation (IDC), by 2025, stored data will grow 250% across on-prem and across cloud platforms. A shared metadata layer, governance to catalog your data and data lineage enable trusted AI outputs. But it’s not so simple. Data is exploding, both in volume and in variety.

Metadata 112

Metadata Data Quality AI AI 112

Pickl AI

DECEMBER 15, 2024

Summary : This guide provides an in-depth look at the top data warehouse interview questions and answers essential for candidates in 2025. Introduction As the demand for data professionals continues to rise, understanding data warehousing concepts becomes increasingly essential for candidates preparing for interviews in 2025.

ETL 52

ETL Metadata Data Quality Explainability 52

Pickl AI

DECEMBER 2, 2024

According to a report by Statista, the global data sphere is expected to reach 180 zettabytes by 2025 , a significant increase from 33 zettabytes in 2018. For instance, Netflix uses diverse data types—from user viewing habits to movie metadata—to provide personalised recommendations.

Big Data 52

Big Data Data Quality Data Analysis NLP 52

Pickl AI

NOVEMBER 25, 2024

According to a report by Statista, the global data sphere is expected to reach 180 zettabytes by 2025 , a significant increase from 33 zettabytes in 2018. For instance, Netflix uses diverse data types—from user viewing habits to movie metadata—to provide personalised recommendations.

Big Data 52

Big Data Data Quality NLP Natural Language Processing 52