AWS Big Data

DECEMBER 19, 2024

Delta tables technical metadata is stored in the Data Catalog, which is a native source for creating assets in the Amazon DataZone business catalog. For example, the data science team quickly developed a new predictive model for sales by reusing data already available in Amazon DataZone, instead of rebuilding it from scratch.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

datapine

JANUARY 31, 2022

As a result of the relocation, the analytics team analyzed metadata attached to employee calendars and found a 46% decrease in meeting travel time which translated into estimated savings of $520,000 per year in employee time. According to this case study , one of the most interesting uses of data from Uber is its surge pricing method.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

AWS Big Data

MARCH 7, 2023

Sources Data can be loaded from multiple sources, such as systems of record, data generated from applications, operational data stores, enterprise-wide reference data and metadata, data from vendors and partners, machine-generated data, social sources, and web sources. Let’s look at the components of the architecture in more detail.

Analytics 97

Analytics Data Warehouse Data Lake Metadata 97

Domino Data Lab

JANUARY 21, 2021

Predictive modeling efforts rely on dataset profiles , whether consisting of summary statistics or descriptive charts. Results become the basis for understanding the solution space (or, ‘the realm of the possible’) for a given modeling task. Our customized profile, complete with key metadata and variable descriptions.

Statistics 106

Statistics Unstructured Data Data Science Visualization 106

bridgei2i

DECEMBER 15, 2021

Role of Metadata in Videos – AI in Ads for OTT. This metadata forms the base from which AI technologies can analyze scenes to help in auto-generating trailers or teasers. Moreover, by gauging the rich metadata semantics, advertisers can also locate the ideal spots for product placements.

Recreation/Entertainment 52

Recreation/Entertainment Advertising Metadata Predictive Modeling 52

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Foundation models can use language, vision and more to affect the real world. Foundation models can apply what they learn from one situation to another through self-supervised and transfer learning.

Risk 70

Risk Modeling Management Metadata 70

Cloudera

FEBRUARY 16, 2022

Weak model lineage can result in reduced model performance, a lack of confidence in model predictions and potentially violation of company, industry or legal regulations on how data is used. . Within the CML data service, model lineage is managed and tracked at a project level by the SDX.

Machine Learning 85

Machine Learning Modeling Metadata Recreation/Entertainment 85

Alation

APRIL 4, 2023

Integrating helpful metadata into user workflows gives all people, from data scientists to analysts , the context they need to use data more effectively. For data scientists and engineers, answering these questions enables them to build predictive models with improved accuracy. How was it used in the past? Who knows it best?

Metadata 52

Metadata Cost-Benefit Data Transformation Predictive Modeling 52

Cloudera

MAY 12, 2021

We will be looking out for entries from organizations that have centralized management, security, and governance of their data and metadata policies, ensuring consistent data lineage, and control without impacting the ability of the business to drive value and insight from the data. SECURITY AND GOVERNANCE LEADERSHIP.

Digital Transformation 70

Digital Transformation Machine Learning Optimization Data Lake 70

Alation

APRIL 14, 2022

In today’s AI/ML-driven world of data analytics, explainability needs a repository just as much as those doing the explaining need access to metadata, EG, information about the data being used. They strove to ramp up skills in all manner of predictive modeling, machine learning, AI, or even deep learning.

Metadata 59

Metadata Data Governance Data-driven Modeling 59

AWS Big Data

OCTOBER 9, 2024

This option adds metadata columns for each row that can be used to identify valid and invalid rows and the rules that failed validation. She focuses on developing solutions for customers that include building out data pipelines, developing predictive models and generating ai chatbots using AWS/Amazon tools.

Data Quality 114

Data Quality Data Lake Data Warehouse Metrics 114

DataRobot

JUNE 15, 2021

This allows any user, regardless of their technical expertise, to quickly turn a deployed model into a rich AI application without requiring any coding. This means that any predictive model can become an AI app in minutes, putting the power of DataRobot directly in the hands of your front line decision-makers.

Optimization 52

Optimization Predictive Modeling Metadata Modeling 52

Alation

APRIL 25, 2023

Predictive models indicate that the machine learning market will grow at a compound annual growth rate (CAGR) of 38.8% In this way, data governance has implications for a wide range of data management disciplines, including data architecture, quality, security, metadata, and more. between 2022 and 2029.

Data Governance 52

Data Governance Marketing Machine Learning Sales 52

Alation

APRIL 25, 2023

Predictive models indicate that the machine learning market will grow at a compound annual growth rate (CAGR) of 38.8% In this way, data governance has implications for a wide range of data management disciplines, including data architecture, quality, security, metadata, and more. between 2022 and 2029.

Data Governance 40

Data Governance Marketing Machine Learning Sales 40

IBM Big Data Hub

FEBRUARY 14, 2024

The IBM team is even using generative AI to create synthetic data to build more robust and trustworthy AI models and to stand in for real-world data protected by privacy and copyright laws. Banks and other lenders can use ML classification algorithms and predictive models to suggest loan decisions.

Cost-Benefit 82

Cost-Benefit Insurance Machine Learning Unstructured Data 82

Jet Global

MAY 1, 2023

Metadata Self-service analysis is made easy with user-friendly naming conventions for tables and columns. Predictive analytics use a combination of data sets from multiple sources to find relationships and correlations. addresses). Strategic Objective Create an efficient user experience that allows users to immediately act on insights.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

AWS Big Data

DECEMBER 11, 2024

Data scientists use notebook environments (such as JupyterLab) to create predictive models for different target segments. Data and AI governance Publish your data products to the catalog with glossaries and metadata forms. However, building advanced data-driven applications poses several challenges.

Data Lake 127

Data Lake Data Warehouse Data-driven Big Data 127

CIO Business Intelligence

MAY 6, 2025

Predictive analytics: Turning insight into foresight Predictive analytics uses historical data and statistical models or machine learning algorithms to answer the question, What is likely to happen? It also makes model training more difficult and production deployment more complex.

Prescriptive Analytics 78

Prescriptive Analytics Predictive Analytics Descriptive Analytics ROI 78