DataKitchen

APRIL 24, 2025

Using their language and metrics, they must campaign for change, build coalitions, and show stakeholders why quality matters. It is no longer about documenting problems for posterity. They are advocates. This is not a theoretical shift; it is a practical one.

Data Quality 100

Data Quality Metrics IT 100

CIO Business Intelligence

JANUARY 21, 2025

Build toward intelligent document management Most enterprises have document management systems to extract information from PDFs, word processing files, and scanned paper documents, where document structure and the required information arent complex.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

AWS Big Data

DECEMBER 18, 2024

Lexical search relies on exact keyword matching between the query and documents. For a natural language query searching for super hero toys, it retrieves documents containing those exact terms. Documents are first turned into an embedding or encoded offline and queries are encoded online at search time. See Cohere Rerank 3.5

Metrics 94

Metrics Modeling Data Processing Machine Learning 94

CIO Business Intelligence

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. Documentation and diagrams transform abstract discussions into something tangible. Complex ideas that remain purely verbal often get lost or misunderstood.

Enterprise 119

Enterprise Technology Metrics Measurement 119

CIO Business Intelligence

APRIL 21, 2022

And if you think you need metrics to manage you might be feeling guilty about not having enough of them. Good metrics are hard to craft, harder to manage, expensive to maintain, and perishable besides. Bad metrics, in contrast, are easier all the way around, but that doesn’t matter. Bad metrics are worse than no metrics.

Metrics 105

Metrics IT Cost-Benefit Measurement 105

AWS Big Data

NOVEMBER 22, 2024

Key concepts To understand the value of RFS and how it works, let’s look at a few key concepts in OpenSearch (and the same in Elasticsearch): OpenSearch index : An OpenSearch index is a logical container that stores and manages a collection of related documents. to OpenSearch 2.x),

Snapshot 97

Snapshot Metadata Recreation/Entertainment Data Processing 97

AWS Big Data

NOVEMBER 3, 2023

In this post, we explore how to combine AWS Glue usage information and metrics with centralized reporting and visualization using QuickSight. You have metrics available per job run within the AWS Glue console, but they don’t cover all available AWS Glue job metrics, and the visuals aren’t as interactive compared to the QuickSight dashboard.

Metrics 115

Metrics Dashboards Metadata Visualization 115

IBM Big Data Hub

MARCH 14, 2024

One key advantage of opting for managed Kafka services is the delegation of responsibility for broker and operational metrics, allowing users to focus solely on metrics specific to applications. With Kafka, monitoring typically involves various metrics that are related to topics, partitions, brokers and consumer groups.

Metrics 83

Metrics Measurement Optimization Management 83

AWS Big Data

APRIL 9, 2025

Whether youre a data analyst seeking a specific metric or a data steward validating metadata compliance, this update delivers a more precise, governed, and intuitive search experience. This reduces time-to-insight and makes sure the right metric is used in reporting.

Metadata 108

Metadata Metrics Data-driven Cost-Benefit 108

AWS Big Data

NOVEMBER 27, 2024

dbt helps manage data transformation by enabling teams to deploy analytics code following software engineering best practices such as modularity, continuous integration and continuous deployment (CI/CD), and embedded documentation. To add documentation: Run dbt docs generate to generate the documentation for your project.

Data Warehouse 109

Data Warehouse Analytics Testing Modeling 109

CIO Business Intelligence

MARCH 5, 2025

These large-scale, asset-driven enterprises generate an overwhelming amount of information, from engineering drawings and standard operating procedures (SOPs) to compliance documentation and quality assurance data. Document management and accessibility are vital for teamsworking on construction projects in the energy sector.

Management 86

Management Data-driven Cost-Benefit Risk 86

DataKitchen

MAY 7, 2024

DataKitchen Training And Certification Offerings For Individual contributors with a background in Data Analytics/Science/Engineering Overall Ideas and Principles of DataOps DataOps Cookbook (200 page book over 30,000 readers, free): DataOps Certificatio n (3 hours, online, free, signup online): DataOps Manifesto (over 30,000 signatures) One (..)

Data Quality 161

Data Quality Testing Metrics Consulting 161

CIO Business Intelligence

MARCH 25, 2025

What CIOs can do: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

datapine

APRIL 15, 2020

Working software over comprehensive documentation. The agile BI implementation methodology starts with light documentation: you don’t have to heavily map this out. But before production, you need to develop documentation, test driven design (TDD), and implement these important steps: Actively involve key stakeholders once again.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

BA Learnings

MARCH 26, 2020

When identifying benefits particularly for the purpose of calculating Return on Investment (ROI), keep in mind that calculating ROI for a single project can be tricky as some process metrics or financial gains tend to be influenced by process changes, software implementation and other projects happening in parallel.

Key Performance Indicator 207

Key Performance Indicator Cost-Benefit ROI Measurement 207

O'Reilly on Data

OCTOBER 13, 2020

Ideally, AI PMs would steer development teams to incorporate I/O validation into the initial build of the production system, along with the instrumentation needed to monitor model accuracy and other technical performance metrics. But in practice, it is common for model I/O validation steps to be added later, when scaling an AI product.

Management 314

Management Machine Learning Metrics Modeling 314

CIO Business Intelligence

JANUARY 30, 2025

Metrics should include system downtime and reliability, security incidents, incident response times, data quality issues and system performance. Metrics should include system downtime and reliability, security incidents, incident response times, data quality issues and system performance. Pull in the same direction Dont wait.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

datapine

MAY 27, 2020

It’s possible to write an analytical report using a spreadsheet, whitepaper, or a simple Word document or file. By using an online dashboard , you will be able to gain access to dynamic metrics and data in a way that’s digestible, actionable, and accurate. Primary KPIs: Treatment Costs. ER Wait Time. Patient Wait Time.

Reporting 245

Reporting Analytics Dashboards Sales 245

AWS Big Data

FEBRUARY 21, 2025

Search applications include ecommerce websites, document repository search, customer support call centers, customer relationship management, matchmaking for gaming, and application search. Before FMs, search engines used a word-frequency scoring system called term frequency/inverse document frequency (TF/IDF).

Dashboards 79

Dashboards Modeling Measurement Interactive 79

AWS Big Data

NOVEMBER 22, 2024

This makes sure your data models are well-documented, versioned, and straightforward to manage within a collaborative environment. Furthermore, you can gain insights into the performance of your data transformations with detailed execution logs and metrics, all accessible through the dbt Cloud interface.

Data Lake 102

Data Lake Data Warehouse Cost-Benefit Data Transformation 102

CIO Business Intelligence

MARCH 4, 2025

Through the DX platform, Block is able to provide developer experience metrics to all leaders and teams across the company. Coburns team also publishes an annual internal State of Engineering Velocity report highlighting key metrics and benchmarks captured in DX. Were very experimental and fast to fail, Coburn says.

Experimentation 69

Experimentation Metrics Data-driven Measurement 69

CIO Business Intelligence

MARCH 19, 2025

Mark Brooks, who became CIO of Reinsurance Group of America in 2023, did just that, and restructured the technology organization to support the platform, redefined the programs success metrics, and proved to the board that IT is a good steward of the dollar. One significant change we made was in our use of metrics to challenge my team.

Metrics 64

Metrics Enterprise Cost-Benefit Experimentation 64

Smart Data Collective

AUGUST 30, 2021

Unlike marketing metrics, knowledge management is challenging to measure. While there is no magic wand that you can swish and flick, there are certain metrics that you can track to measure the success of your knowledge base. Top 6 Knowledge Management Metrics to Measure Employee Engagement. So, regularly monitor these metrics.

Management 139

Management Analytics Metrics Measurement 139

Rocket-Powered Data Science

SEPTEMBER 20, 2021

We would be able to go far beyond searching for correctly spelled column headings in databases or specific keywords in data documentation, to find the data we needed (assuming we even knew the correct labels, metatags, and keywords used by the dataset creators).

Data Science 286

Data Science Forecasting Business Intelligence Sales 286

datapine

AUGUST 12, 2020

In your daily business, many different aspects and ‘activities’ are constantly changing – sales trends and volume, marketing performance metrics, warehouse operational shifts, or inventory management changes. The next in our rundown of dynamic business reports examples comes in the form of our specialized SaaS metrics dashboard.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

AWS Big Data

JULY 29, 2024

You will learn about an open-source solution that can collect important metrics from the Iceberg metadata layer. Based on collected metrics, we will provide recommendations on how to improve the efficiency of Iceberg tables. Key features This solution uses an AWS Lambda deployment package to collect metrics from Apache Iceberg tables.

Metadata 126

Metadata Snapshot Data Lake Metrics 126

Cloudera

NOVEMBER 13, 2024

LLMs deployed as internal enterprise-specific agents can help employees find internal documentation, data, and other company information to help organizations easily extract and summarize important internal content. Increase Productivity. Evaluate the performance of trained LLMs. Deploy trained LLMs to production environments.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

AWS Big Data

JULY 11, 2024

Getting started with OpenSearch Benchmark OpenSearch Benchmark, a tool provided by the OpenSearch Project , comprehensively gathers performance metrics from OpenSearch clusters, including indexing throughput and search latency. The document corpus contains indexes, data files, and operations invoked when the workflow runs.

Optimization 115

Optimization Metrics Data Processing Snapshot 115

datapine

JANUARY 21, 2020

The balance sheet gives an overview of the main metrics which can easily define trends and the way company assets are being managed. Our procurement dashboard above is not only visually balanced but also offers a clear-cut snapshot of every vital metric you need to improve your procurement processes at a glance. It doesn’t stop here.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

datapine

JANUARY 18, 2023

A report is a document that presents relevant business information in an organized and understandable format. This insightful report displays relevant metrics such as the top-performing agents, net promoter score, and first contact resolution rate, among others. Let’s get started with a brief report definition.

Reporting 201

Reporting Metrics Dashboards Visualization 201

CIO Business Intelligence

NOVEMBER 19, 2024

These might be self-explanatory, but no matter what, there must always be documentation of the system. The code analyzer agent is responsible for understanding the code and outputting those results for documentation. Do you know what the user agent does in this scenario? The code creation agent is responsible for creating Python code.

Testing 135

Testing Cost-Benefit Interactive ROI 135

DataRobot Blog

SEPTEMBER 1, 2022

This also shows how the models compare on standard performance metrics and informative visualizations like Dual Lift. With DataRobot AI Cloud, you can see predicted values and accuracy for various metrics for the Champion as well as any Challenger models.]. Model Observability with Custom Metrics.

Metrics 145

Metrics Statistics Modeling Data Science 145

CIO Business Intelligence

JANUARY 23, 2024

For example, McKinsey suggests five metrics for digital CEOs , including the financial return on digital investments, the percentage of leaders’ incentives linked to digital, and the percentage of the annual tech budget spent on bold digital initiatives. As a result, outcome-based metrics should be your guide.

Measurement 141

Measurement Digital Transformation KPI Metrics 141

Juice Analytics

APRIL 6, 2021

Habit 1: Define shared metrics Data fluency requires getting everyone on the same page as to what matters most. Matt Lerner in conjunction with Business of Software delivers online workshops that help you determine your “North Star Metric” and the set of key drivers that are bottlenecks to achieving that overall success.

Metrics 132

Metrics Dashboards Data-driven Data Quality 132

AWS Big Data

SEPTEMBER 5, 2024

It comes in two modes: document-only and bi-encoder. For more details about these two terms, see Improving document retrieval with sparse semantic encoders. Simply put, in document-only mode, term expansion is performed only during document ingestion. We care more about the recall metric.

Metrics 111

Metrics Testing Experimentation Modeling 111

CIO Business Intelligence

MAY 1, 2024

Very specific successes There are gen AI success stories in verticals like document engineering, where Docugami offers custom small language models that build a knowledge graph from a customer’s own complex documents, and can be used for both document generation and to extract data.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

Smart Data Collective

MAY 21, 2021

One of the most important things that you need to do is ensure that you have a reliable project documentation. Big data can play a surprisingly important role with the conception of your documents. Data analytics technology can help you create the right documentation framework.

Software 131

Software Data Analytics Analytics Data mining 131