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

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 88

Cost-Benefit Insurance Unstructured Data Machine Learning 88

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

DataKitchen

SEPTEMBER 21, 2023

Data in Use pertains explicitly to how data is actively employed in business intelligence tools, predictive models, visualization platforms, and even during export or reverse ETL processes. ” For example, these tools may offer metadata-based notifications. What is Data in Use?

Testing 176

Testing Data Quality Predictive Modeling Metrics 176

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

O'Reilly on Data

MARCH 20, 2019

The objective here is to brainstorm on potential security vulnerabilities and defenses in the context of popular, traditional predictive modeling systems, such as linear and tree-based models trained on static data sets. If an attacker can receive many predictions from your model API or other endpoint (website, app, etc.),

Modeling 222

Modeling Machine Learning Predictive Modeling Consulting 222

Smart Data Collective

SEPTEMBER 26, 2021

Data visualization enables you to: Make sense of the distributional characteristics of variables Easily identify data entry issues Choose suitable variables for data analysis Assess the outcome of predictive models Communicate the results to those interested. It’s a good idea to record metadata.

Metadata 99

Metadata Visualization Unstructured Data Data mining 99

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

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 Modeling Data-driven 59

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 Predictive Modeling 106

Rocket-Powered Data Science

SEPTEMBER 20, 2021

They realized that the search results would probably not provide an answer to my question, but the results would simply list websites that included my words on the page or in the metadata tags: “Texas”, “Cows”, “How”, etc. The BI team may be focused on KPIs, forecasts, trends, and decision-support insights.

Data Science 285

Data Science Forecasting Business Intelligence Sales 285

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

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