DataRobot Blog

APRIL 4, 2022

MMM stands for Marketing Mix Model and it is one of the oldest and most well-established techniques to measure the sales impact of marketing activity statistically. Data Requirements. As with any type of statistical model, data is key and GIGO (“Garbage In, Garbage Out”) principle definitely applies. What cannot be measured?

Machine Learning 52

Machine Learning Sales Measurement ROI 52

AWS Big Data

MAY 25, 2023

Data transformation plays a pivotal role in providing the necessary data insights for businesses in any organization, small and large. To gain these insights, customers often perform ETL (extract, transform, and load) jobs from their source systems and output an enriched dataset.

Reporting 71

Reporting Metrics Optimization Data Lake 71

AWS Big Data

NOVEMBER 13, 2023

The upstream data pipeline is a robust system that integrates various data sources, including Amazon Kinesis and Amazon Managed Streaming for Apache Kafka (Amazon MSK) for handling clickstream events, Amazon Relational Database Service (Amazon RDS) for delta transactions, and Amazon DynamoDB for delta game-related information.

Data Warehouse 94

Data Warehouse Data Lake Analytics Data Science 94

CIO Business Intelligence

JUNE 13, 2022

Angel-Johnson says she, too, has a heightened level of concern around security issues and more specifically data protection. 4. “I thought I was hired for digital transformation but what is really needed is a data transformation,” she says.

IT 143

IT Digital Transformation Strategy Internet of Things 143

FineReport

MARCH 7, 2024

Data Analysis Report (by FineReport ) Note: All the data analysis reports in this article are created using the FineReport reporting tool. Leveraging the advanced enterprise-level web reporting tool capabilities of FineReport , we empower businesses to achieve genuine data transformation. Try FineReport Now 1.

Dashboards 52

Dashboards Reporting Advertising Statistics 52

DataKitchen

DECEMBER 9, 2022

DataOps observability involves the use of various tools and techniques to monitor the performance of data pipelines, data lakes, and other data-related infrastructure. This can include tools for tracking the flow of data through pipelines, and for measuring the performance of data-related systems and processes.

Machine Learning 130

Machine Learning Data-driven Optimization Modeling 130

IBM Big Data Hub

OCTOBER 16, 2023

Curated foundation models, such as those created by IBM or Microsoft, help enterprises scale and accelerate the use and impact of the most advanced AI capabilities using trusted data. In addition to natural language, models are trained on various modalities, such as code, time-series, tabular, geospatial and IT events data.

Risk 71

Risk Modeling Management Metadata 71

AWS Big Data

MARCH 3, 2023

Additionally, the scale is significant because the multi-tenant data sources provide a continuous stream of testing activity, and our users require quick data refreshes as well as historical context for up to a decade due to compliance and regulatory demands. Finally, data integrity is of paramount importance.

Software 52

Software Data Lake Testing Cost-Benefit 52

Sisense

AUGUST 6, 2020

This is also an important takeaway for teams seeking to implement AI successfully: Start with the key performance indicators (KPIs) you want to measure your AI app’s success with, and see where that dovetails with your expert domain knowledge. Then tailor your approach to leverage your unique data and expertise to excel in those KPI areas.

Management 95

Management Machine Learning Key Performance Indicator Cost-Benefit 95

Jet Global

AUGUST 24, 2023

Data Security Concerns: Managing data security and compliance across hybrid environments can be a significant concern. Financial data is sensitive and requires robust security measures. Data transformation ensures that the data aligns with the requirements of the new cloud ERP system. Privacy Policy.

Finance 52

Finance Reporting Data Integration Risk 52

Alation

OCTOBER 28, 2021

These mandates ensure that PHA and PII data are protected and managed properly, so that patients are protected in the event of data breaches. Yet this same data is critical to improving patient outcomes. The CDO acts as a point-of-contact within the organization for data managers maintaining the daily activities.

Data Governance 52

Data Governance Measurement Metrics Modeling 52

Jet Global

MAY 28, 2019

A database is, by definition, ‘any collection of data organized for storage, accessibility, and retrieval.’ Databases usually consist of information arranged in rows, columns, and tables, organized mainly for easy input and collection of different events. while rows will contain the individual events and trades themselves.

Data Warehouse 85

Data Warehouse Reporting Business Intelligence Sales 85

Domino Data Lab

AUGUST 20, 2019

While it has limitations, BMI is quickly calculated from body weight and height and serves as a surrogate for a characteristic that is very hard to accurately measure: proportion of lean body mass. Drop a column from a table—either based on a principled argument (we know the two columns are measuring the same thing) or based on a randomness.

Testing 68

Testing Modeling Interactive Measurement 68

Jet Global

MAY 1, 2023

Manage compliance through up-to-the-minute performance measures, workflow automation, and essential regulatory reports. Strategic Objective Create a complete, user-friendly view of the data by preparing it for analysis. Data Transformation and Enrichment Data can be enriched for analysis. How to measure the value.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52