CIO Business Intelligence

FEBRUARY 27, 2025

According to a study from Rocket Software and Foundry , 76% of IT decision-makers say challenges around accessing mainframe data and contextual metadata are a barrier to mainframe data usage, while 64% view integrating mainframe data with cloud data sources as the primary challenge.

Metadata 98

Metadata Data Lake Cost-Benefit Forecasting 98

Cloudera

DECEMBER 4, 2024

introduces features to enhance developer productivity and streamline data pipeline development: Parameter Groups: Simplify flow management and promote reusability by grouping parameters and applying them across multiple flows. empowers data engineers to build and deploy data pipelines faster, accelerating time-to-value for the business.

Metrics 93

Metrics Data Integration Management Modeling 93

David Menninger's Analyst Perspectives

FEBRUARY 10, 2022

Organizations of all sizes are dealing with exponentially increasing data volume and data sources, which creates challenges such as siloed information, increased technical complexities across various systems and slow reporting of important business metrics.

Analytics 246

Analytics Business Intelligence Metrics Reporting 246

O'Reilly on Data

OCTOBER 11, 2022

So from the start, we have a data integration problem compounded with a compliance problem. An AI project that doesn’t address data integration and governance (including compliance) is bound to fail, regardless of how good your AI technology might be. Some of these tasks have been automated, but many aren’t.

Data Integration 353

Data Integration Insurance Dashboards Data-driven 353

datapine

FEBRUARY 10, 2021

A social media dashboard is an invaluable management tool that is used by professionals, managers, and companies to gather, optimize, and visualize important metrics and data from social channels such as Facebook, Twitter, LinkedIn, Instagram, YouTube, etc. Bring your data in a single, central place. click to enlarge**.

Dashboards 193

Dashboards Scorecard KPI Metrics 193

DataKitchen

MAY 14, 2024

Chris will overview data at rest and in use, with Eric returning to demonstrate the practical steps in data testing for both states. Session 3: Mastering Data Testing in Development and Migration During our third session, the focus will shift towards regression and impact assessment in development cycles.

Data Quality 195

Data Quality Testing Metrics Measurement 195

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams.

IT 59

IT Data Governance Data-driven Metrics 59

DataKitchen

APRIL 13, 2021

RightData – A self-service suite of applications that help you achieve Data Quality Assurance, Data Integrity Audit and Continuous Data Quality Control with automated validation and reconciliation capabilities. QuerySurge – Continuously detect data issues in your delivery pipelines.

Testing 300

Testing Machine Learning Consulting Data Science 300

Smarten

DECEMBER 5, 2024

A data anomaly is revealed when there is a dataset deviation or irregularity – something that is out of the bounds of expected patterns and behaviors. It is hard to overstate the criticality of anomaly detection.

Key Performance Indicator 64

Key Performance Indicator KPI Measurement Data Quality 64

O'Reilly on Data

NOVEMBER 13, 2018

At the recent Strata Data conference we had a series of talks on relevant cultural, organizational, and engineering topics. Here's a list of a few clusters of relevant sessions from the recent conference: Data Integration and Data Pipelines. Data Platforms. Model lifecycle management. Culture and organization.

Machine Learning 277

Machine Learning Risk Management Statistics 277

Business Over Broadway

SEPTEMBER 27, 2018

Data Integration as your Customer Genome Project. Data Integration is an exercise in creating your customer genome. Using the 2×2 graphical approach to understanding data size (i.e., underspecified) due to omitted metrics.

Machine Learning 76

Machine Learning Data Integration Marketing Predictive Modeling 76

AWS Big Data

JULY 29, 2024

In this blog post, we’ll discuss how the metadata layer of Apache Iceberg can be used to make data lakes more efficient. You will learn about an open-source solution that can collect important metrics from the Iceberg metadata layer. This ensures that each change is tracked and reversible, enhancing data governance and auditability.

Metadata 120

Metadata Snapshot Data Lake Metrics 120

DataKitchen

SEPTEMBER 21, 2023

Rigorous data quality tests, such as Schema tests to confirm that the data structure aligns with the expected schema, Freshness tests to ensure the timeliness of the data, and Volume tests to validate the quantity of ingested data, should be a standard procedure.

Testing 169

Testing Data Quality Predictive Modeling Metrics 169

Jet Global

NOVEMBER 6, 2019

Instead, it blends into the rest of the numbers, skewing key metrics and performance figures without giving any indication that the “truth” could be completely wrong. Data integrity issues are a bigger problem than many people realize, mostly because they can’t see the scale of the problem.

Data Integration 58

Data Integration Reporting Data Processing Optimization 58

AWS Big Data

JANUARY 6, 2025

Refer to API Dimensions & Metrics for details. Conclusion In this post, we walked you through the process of using Amazon AppFlow to integrate data from Google Ads and Google Sheets. We demonstrated how the complexities of data integration are minimized so you can focus on deriving actionable insights from your data.

Analytics 95

Analytics Data Warehouse Big Data Metrics 95

DataKitchen

MAY 10, 2024

Quickly locate and address data or process errors before they affect downstream results. Critical Questions in Data Production Effective data observability in production requires answers to several critical questions to ensure data integrity and operational efficiency: Are key performance metrics within expected ranges?

Metrics 124

Metrics Testing Data Quality Dashboards 124

O'Reilly on Data

DECEMBER 12, 2019

For model training and selection, we recommend considering fairness metrics when selecting hyperparameters and decision cutoff thresholds. Last, for prediction post-processing, changing model predictions after training, like reject-option classification in AIF360 or Themis ML , can also help to reduce unwanted bias.

Machine Learning 282

Machine Learning Modeling Testing Risk Management 282

AWS Big Data

JANUARY 15, 2025

While real-time data is processed by other applications, this setup maintains high-performance analytics without the expense of continuous processing. This agility accelerates EUROGATEs insight generation, keeping decision-making aligned with current data.

IoT 102

IoT Machine Learning Metadata Data-driven 102

AWS Big Data

APRIL 28, 2023

AWS Glue is a serverless data integration service that makes it simple to discover, prepare, and combine data for analytics, machine learning (ML), and application development. For example, you can configure an Amazon EventBridge rule to invoke an AWS Lambda function to publish CloudWatch metrics every time AWS Glue jobs finish.

Optimization 111

Optimization Metrics Interactive Data Integration 111

DataKitchen

NOVEMBER 10, 2023

Identifying Anomalies: Use advanced algorithms to detect anomalies in data patterns. Establish baseline metrics for normal database operations, enabling the system to flag deviations as potential issues. Building a Culture of Accountability: Encourage a culture where data integrity is everyone’s responsibility.

Data Quality 136

Data Quality Testing Data Lake Data Integration 136

Occam's Razor

DECEMBER 9, 2013

Bonus: Facebook Marketing: Best Metrics, ROI, Business Value ]. If you open your copy of Google/Adobe Analytics or CoreMetrics or Webtrekk you'll notice that every single report has a gigantic number of metrics in it. The above metrics will force your company to use social for what social is really good at. Entertain Me 2.

Marketing 165

Marketing Analytics Key Performance Indicator Optimization 165

Smarten

FEBRUARY 26, 2025

Compliance, Data Security and Industry Standards No Code, Low-Code development includes data encryption features and user access security controls to mitigate risk, and protect data integrity and privacy.

Analytics 64

Analytics Cost-Benefit ROI Visualization 64

AWS Big Data

SEPTEMBER 7, 2023

We will partition and format the server access logs with Amazon Web Services (AWS) Glue , a serverless data integration service, to generate a catalog for access logs and create dashboards for insights. Both the user data and logs buckets must be in the same AWS Region and owned by the same account. Save and run the job.

Metadata 113

Metadata Dashboards Metrics Visualization 113

David Menninger's Analyst Perspectives

OCTOBER 24, 2024

The ability to discover and access data via Denodo Platform is enabled by Denodo Data Catalog , which provides a search-based interface for finding data sources based on metadata or content, as well as metrics related to data popularity and usage.

Management 130

Management Data-driven Data Governance Data Lake 130

Depict Data Studio

JANUARY 21, 2020

Regular, consistently presented monthly reports enable people to become familiar with the terms and parameters used to produce metrics, thereby enhancing their understanding of where an organisation is heading in relation to its targets. If metrics are falling behind targets, action can be taken to address the issue. Data Integrity.

Reporting 87

Reporting Metrics Sales Cost-Benefit 87

DataKitchen

JANUARY 19, 2022

The Matillion data integration and transformation platform enables enterprises to perform advanced analytics and business intelligence using cross-cloud platform-as-a-service offerings such as Snowflake. Figure 3: Nodes are reused from the previous graph to create a data pipeline that background monitors the schema and tables/views.

Testing 130

Testing Data Integration Data Warehouse Enterprise 130

CIO Business Intelligence

JUNE 24, 2024

These 10 strategies cover every critical aspect, from data integrity and development speed, to team expertise and executive buy-in. Data done right Neglect data quality and you’re doomed. It’s simple: your AI is only as good as the data it learns from. Protect data integrity, confidentiality, and availability.

Data Quality 124

Data Quality ROI Data Integration Metrics 124

AWS Big Data

SEPTEMBER 22, 2023

At Stitch Fix, we have used Kafka extensively as part of our data infrastructure to support various needs across the business for over six years. Kafka plays a central role in the Stitch Fix efforts to overhaul its event delivery infrastructure and build a self-service data integration platform.

Management 116

Management Metrics Cost-Benefit Data Lake 116

Smart Data Collective

FEBRUARY 14, 2023

Video game data analytics involves the collection and gameplay analytics that allows one to understand the game’s problems and make a forecast of its development. The specialist’s responsibilities are: Key metrics analysis. Data integrity control. Creation and control of event funnels.

Big Data 134

Big Data Data Analytics Analytics Testing 134

CIO Business Intelligence

NOVEMBER 29, 2022

Here, I’ll highlight the where and why of these important “data integration points” that are key determinants of success in an organization’s data and analytics strategy. It’s the foundational architecture and data integration capability for high-value data products. Data and cloud strategy must align.

Data Architecture 111

Data Architecture Data Integration IoT Data-driven 111

Jet Global

AUGUST 25, 2020

Rather, it represents the management framework put in place by corporate leadership to monitor and respond to important metrics. Once isolated within the finance department, CPM is now broadly employed in the form of reporting departmental metrics measured against targets. Monitoring key metrics. The solution?

Software 96

Software Metrics Finance Key Performance Indicator 96

Smart Data Collective

OCTOBER 25, 2023

The past decade integrated advanced analytics, data visualization, and AI into BI, offering deeper insights and trend predictions. Future BI tools emphasize real-time analytics, extensive data integration, and user-friendliness, redefining data use for competitive advantage in the digital age.

Key Performance Indicator 122

Key Performance Indicator Business Intelligence Data-driven Metrics 122

Occam's Razor

APRIL 13, 2015

Having this data integrated into your site analytics behavior data means that you don't have to guess which of these groups/segments are more or less valuable. I also don't like the slew of metrics thrown at us in the standard report, hence I switch to the Comparison view and just pick the two metrics I want.

Analytics 156

Analytics Reporting Metrics Slice and Dice 156

AWS Big Data

NOVEMBER 29, 2023

The dbt-glue adapter democratized access for dbt users to data lakes, and enabled many users to effortlessly run their transformation workloads on the cloud with the serverless data integration capability of AWS Glue. The gold model joins the technical logs with billing data and organizes the metrics per business unit.

Data Lake 117

Data Lake Management Metrics Data Warehouse 117

datapine

MAY 17, 2021

Studies suggest that 79% of enterprise executives believe that companies that do not leverage big data in the right way will lose their competitive position and could ultimately face extinction. Moreover, 83% of executives have pursued big data projects to gain a competitive edge. click to enlarge**. 5) Have advanced chart options.

Visualization 161

Visualization Data-driven Business Intelligence Dashboards 161

Ontotext

MARCH 24, 2021

Furthermore, the format of the export and process changes slightly from election to election, making comparing data chronologically almost impossible without substantial data wrangling and ad-hoc cleaning and matching. Easily accessible linked open elections data.

Statistics 142

Statistics Publishing Data Processing Metrics 142

CIO Business Intelligence

JULY 10, 2024

Many data points must be collected from various source systems before they are linked for calculation. PwC provides guidance on data integration, along with best practices for KPI calculation, enabling customers to harmonize information and to build up a single source of truth.

Reporting 102

Reporting KPI Metrics Software 102