Marktechpost

MARCH 22, 2024

DATALORE uses Large Language Models (LLMs) to reduce semantic ambiguity and manual work as a data transformation synthesis tool. Second, for each provided base table T, the researchers use data discovery algorithms to find possible related candidate tables. This information will then be indexed as part of a data catalog.

Machine Learning 135

Machine Learning Explainability Categorization ETL 135

Pickl AI

OCTOBER 14, 2024

Clustering: Grouping similar data points to identify segments within the data. Applications EDA is widely employed in research and data discovery across industries. Researchers use EDA to better understand their data before conducting more formal statistical analyses.

Data Analysis 52

Data Analysis Data Mining Data Discovery Machine Learning 52

DataRobot Blog

APRIL 1, 2018

In Rita Sallam’s July 27 research, Augmented Analytics , she writes that “the rise of self-service visual-bases data discovery stimulated the first wave of transition from centrally provisioned traditional BI to decentralized data discovery.” We agree with that.

Data Discovery 40

Data Discovery Data Integration Machine Learning Data Quality 40

ODSC - Open Data Science

OCTOBER 25, 2024

Delphina Demo: AI-powered Data Scientist Jeremy Hermann | Co-founder at Delphina | Delphina.Ai In this demo, you’ll see how Delphina’s AI-powered “junior” data scientist can transform the data science workflow, automating labor-intensive tasks like data discovery, transformation, and model building.

Data Scientist 52

Data Scientist Software Engineer Machine Learning Automation 52

The MLOps Blog

MAY 17, 2023

Each subsystem is essential, and sequentially, each sub-system feeds into the next until data reaches its destination. ETL data pipeline architecture | Source: Author Data Discovery: Data can be sourced from various types of systems, such as databases, file systems, APIs, or streaming sources.

ETL 59

ETL ML Machine Learning Data Scientist 59

Pickl AI

JUNE 13, 2024

Thankfully, several tools and technologies can automate and support the process: Data Discovery Tools These tools act like search engines for your data, helping identify and locate data assets across the organization.

Categorization 52

Categorization Automation Data Discovery Algorithm 52

Heartbeat

DECEMBER 21, 2023

Uncovering the Power of Comet Across the Data Science Journey Photo by Nguyen Le Viet Anh on Unsplash Machine learning (ML) projects are usually complicated and include several stages, from data discovery to model implementation. Comet is a robust platform that provides comprehensive functionality to streamline these stages.

ML 52

ML Machine Learning Deep Learning Neural Network 52