Smart Data Collective

AUGUST 30, 2021

The simplest way is to measure the performance of your knowledge management. 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. Contributions.

Management 135

Management Analytics Metrics Measurement 135

O'Reilly on Data

JULY 28, 2020

The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded. It sounds simplistic to state that AI product managers should develop and ship products that improve metrics the business cares about. Agreeing on metrics.

Marketing 362

Marketing Experimentation Metrics Testing 362

datapine

MAY 5, 2023

YoY growth is an effective means of measuring your ongoing progress and making sure your business is moving in the right direction. Here we’re going to look at the concept of YoY and consider how you can use this essential metric to your business-boosting advantage. That’s where year over year (YoY) growth enters the mix.

Data-driven 130

Data-driven Measurement Metrics Dashboards 130

Jet Global

JULY 8, 2020

A distribution Key Performance Indicator (KPI) or metric is a measure that a company in the distribution sector uses to monitor its performance and efficiency. These metrics help companies identify areas of operational success and failure through measuring specific quantifiable aspects of their business.

Metrics 52

Metrics Reporting KPI Key Performance Indicator 52

Occam's Razor

APRIL 8, 2013

To win in business you need to follow this process: Metrics > Hypothesis > Experiment > Act. We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. That metric is tied to a KPI.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

CIO Business Intelligence

MAY 1, 2024

As Empath-IA took shape, Ingesan allocated 5% of the innovation budget to implement it and to explore other opportunities — an investment already with measurable ROI. Artificial Intelligence, CIO, Digital Transformation, Generative AI, Human Resources, IT Leadership, ROI and Metrics

Digital Transformation 92

Digital Transformation ROI Metrics Measurement 92

AWS Big Data

AUGUST 21, 2023

Lexical search looks for words in the documents that appear in the queries. Background A search engine is a special kind of database, allowing you to store documents and data and then run queries to retrieve the most relevant ones. OpenSearch Service supports a variety of search and relevance ranking techniques.

Data Processing 89

Data Processing Experimentation Visualization Metrics 89

CIO Business Intelligence

APRIL 8, 2024

million video frames and documents about 100 million locations and positions of players on the field. Jamie Capel-Davies, head of science and technical for ITF, says metrics don’t mean much if you can’t communicate them effectively in time to make use of them. During each week of games, the platform captures and processes 6.8

Analytics 107

Analytics Broadcasting Predictive Analytics Metrics 107

CIO Business Intelligence

JANUARY 23, 2024

Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.

Measurement 136

Measurement Digital Transformation KPI Metrics 136

Smart Data Collective

JULY 4, 2023

Collaboration tools: the ability to share documents, communicate in real-time, and coordinate with teams helps implement solutions effectively. Reporting and analytics: digitization removes manual paperwork-based record keeping and provides instant insights on costs, timelines, and other performance metrics.

Technology 74

Technology Software Data-driven Measurement 74

Smart Data Collective

JULY 1, 2023

Improving annotation quality is crucial for various tasks, including data labeling for machine learning models, document categorization, sentiment analysis, and more. Conduct training sessions or provide a document explaining the guidelines thoroughly. Consistency and agreement Establish an agreement metric (e.g.,

Metrics 64

Metrics Machine Learning Uncertainty Deep Learning 64

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

Ontotext

FEBRUARY 16, 2023

In text analytics, the human benchmark is a set of documents manually annotated by human experts. You’ll also be able to establish an inter-annotator agreement (IAA) metric. This measures the consistency of annotations when more than one person is involved in the process. What Is A Human Benchmark?

Metadata 59

Metadata Measurement Metrics Modeling 59

CIO Business Intelligence

SEPTEMBER 20, 2023

The writing process builds trust, and a documented vision builds a shared understanding of priorities. Equally important, the documented vision is a tool for agile teams to make implementation decisions when there are multiple ways to solve problems, each with different benefits and tradeoffs.

Digital Transformation 131

Digital Transformation Uncertainty Metrics Business Objectives 131

Smart Data Collective

MAY 29, 2023

Assessing Bias in AI Translation Systems To effectively tackle bias in AI translation, we listed methods for assessing and measuring bias in the output results. Robust evaluation metrics can offer insights into the presence and extent of prejudice, enabling us to identify areas that need improvement.

Metrics 69

Metrics Measurement Data Collection Strategy 69

CIO Business Intelligence

DECEMBER 19, 2023

Embrace metrics and iterate To achieve maximum efficiency, Cziomer also suggests focusing service efforts on DevOps Research and Assessment (DORA) metrics, such as “lead time for change” and “time to restore service.” Customer-centric Net Promoter Scores are equally important, he adds. “To

IT 139

IT Testing Metrics Optimization 139

Alation

FEBRUARY 14, 2023

The role of monitoring, measuring, and metrics So, you’ve got the first step done; you’ve implemented data governance and everyone in your organization is on board. But, only 50% of leaders surveyed said that they measure their data governance systems at all. Success can evolve over time – and with it what you measure.

Data Governance 52

Data Governance ROI Metrics Cost-Benefit 52

Smart Data Collective

DECEMBER 13, 2021

You can simplify things by documenting all of this, as the more thorough your coverage, the better equipped you will be to monitor and maintain it. Work out what metrics to track. There are all sorts of measurable performance metrics which will give you an insight into how your database is performing from moment to moment.

Strategy 111

Strategy Metrics Software Measurement 111

CIO Business Intelligence

MAY 25, 2023

I don’t, in normal day-to-day life, talk like a policy document. Because if you think about the complexities around the way an event or attack happened or a really complex TSA regulation, no one wants you to regurgitate the low-level details or the policy documents. What are the metrics you focus on? What are we doing about it?

Metrics 104

Metrics Risk Marketing Measurement 104

AWS Big Data

JANUARY 9, 2024

Lexical search In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word. It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space to find matches.

Cost-Benefit 88

Cost-Benefit Visualization Modeling Machine Learning 88

CIO Business Intelligence

MAY 23, 2023

Preload and pre-connect headers in HTML documents Edgio <link rel=”preload” href=”/lcp-img.png” as=”image” /> Preload is a new web standard that offers more control over how particular resources are prioritized and fetched to optimize their delivery. These can be customized and optimized to significantly improve page load times.

IT 95

IT Testing Optimization Measurement 95

IBM Big Data Hub

APRIL 9, 2024

” The historical sources watsonx.data accesses comprise relational, object and document databases, including IBM® Db2® , IBM® Cloudant , IBM Cloud® Object Storage and PostgreSQL. We also measure response time since this is a near real-time system. Lastly, watsonx.data pulls from live feeds. ” Watsonx.ai

Management 85

Management IT Machine Learning Metrics 85

AWS Big Data

JUNE 21, 2023

By searching for the vectors nearest to an encoded document — k-nearest neighbor (k-NN) search — you can find the most semantically similar documents. Semantic search With semantic search, you improve the relevance of retrieved results using language-based embeddings on search documents.

Metrics 75

Metrics Measurement Modeling Dashboards 75

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 119

Metrics Dashboards Data-driven Data Quality 119

AWS Big Data

MARCH 28, 2024

Managed Service for Apache Flink manages the underlying Apache Flink components that provide durable application state, metrics, logs, and more, and Kinesis enables you to cost-effectively process streaming data at any scale. Watermarks A watermark is a mechanism used to track and measure the progress of event time in a data stream.

Management 77

Management Broadcasting IoT Metrics 77

IBM Big Data Hub

DECEMBER 8, 2023

The best approach for this first step is to heavily document each of the risks and continue the documentation throughout the risk mitigation process. In the assessment phase you will measure each risk against one another and analyze the occurrence of each risk. There is a constant need to assess and change it when it seems fit.

Risk 73

Risk Strategy Risk Management Insurance 73

FineReport

JUNE 14, 2023

Key Performance Indicators (KPIs) serve as vital metrics that help measure progress towards business goals. To effectively monitor and analyze these metrics, businesses utilize KPI reports. Measurement: A comprehensive leads KPI encompassing leads from all channels.

KPI 52

KPI Reporting Key Performance Indicator Sales 52

CIO Business Intelligence

SEPTEMBER 26, 2023

Analyst firm Deep Analysis posits that the 400-plus vendor market for intelligent document processing alone could grow to $4 billion by the end of 2026. In the corporate sector, the value destroyed by poor information management practices is often measured in fines and lawsuit payouts. And here, the government isn’t alone.

Strategy 124

Strategy Data Architecture Management Metrics 124

CIO Business Intelligence

APRIL 5, 2023

Individuals want self-service platforms that will work on their target workstation or devices, but they also need education, documentation, and expert support from the organization to maintain successful adoption. But let’s face it, there are already enough customer-facing performance metrics in the world.

Cost-Benefit 114

Cost-Benefit Metrics Measurement Digital Transformation 114

CIO Business Intelligence

AUGUST 18, 2023

For example, a buying organization might want “outcomes,” but the contract spells out dozens or even hundreds of service level agreement metrics instead. Clearly define measurable desired outcomes The third rule of Vested sourcing partnerships is that, to become the beacon for success, desired outcomes must be clearly defined and measured.

Measurement 95

Measurement Modeling Risk Management 95

IBM Big Data Hub

FEBRUARY 7, 2024

In addition to CSRD, California has new mandatory reporting rules coming into play in 2024, while countries around the world are on the verge of implementing their own non-financial disclosure and documentation requirements.

Reporting 97

Reporting Cost-Benefit Internet of Things Data-driven 97

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

DataRobot Blog

JUNE 27, 2022

Monitoring Model Metrics. A prerequisite in measuring a deployed model’s evolving performance is to collect both its input data and business outcomes in a deployed setting. Mathematically speaking, data drift measures the shift in the distribution of input values used to train the model.

Risk 59

Risk Modeling Metrics Measurement 59

Alation

AUGUST 17, 2022

There needs to be some institutional leadership that has the ability to accept or document risk without addressing risk for a prioritized business need or for budget concerns. This means that in addition to data plans, strategies, and documentation, the results need to be measured and the course needs to be modified as needed.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

AWS Big Data

MARCH 27, 2024

By testing the solution against key metrics, a POC provides insights that allow you to make an informed decision on the suitability of the technology for the intended use case. Collect data metrics and statistics on the completed tasks. Additionally, document any assumptions you are making.

Testing 96

Testing Data Warehouse Metrics Cost-Benefit 96

The Unofficial Google Data Science Blog

OCTOBER 31, 2016

We were often asked to make sense of confusing results, measure new phenomena from logged behavior, validate analyses done by others, and interpret metrics of user behavior. To answer those questions, I put together a document shared Google-wide which I optimistically and simply titled “Good Data Analysis.”

Metrics 107

Metrics Measurement Statistics Data Collection 107

FineReport

DECEMBER 9, 2021

Business intelligence strategy is seen as a roadmap designed to help companies measure their performance and strengthen their performance through architecture and solutions. This is your overall strategy document that outlines your vision, goals, and ways to achieve them. Untracked metrics: data you will not track.

Strategy 98

Strategy Business Intelligence KPI Key Performance Indicator 98