O'Reilly on Data

OCTOBER 13, 2020

Our previous articles in this series introduce our own take on AI product management , discuss the skills that AI product managers need , and detail how to bring an AI product to market. In Bringing an AI Product to Market , we distinguished the debugging phase of product development from pre-deployment evaluation and testing.

Management 314

Management Machine Learning Metrics Modeling 314

CIO Business Intelligence

NOVEMBER 19, 2024

Development teams starting small and building up, learning, testing and figuring out the realities from the hype will be the ones to succeed. In our real-world case study, we needed a system that would create test data. This data would be utilized for different types of application testing.

Testing 135

Testing Cost-Benefit Interactive ROI 135

datapine

NOVEMBER 15, 2022

1) What Are Product Metrics? 2) Types Of Product Metrics. 3) Product Metrics Examples You Can Use. 4) Product Metrics Framework. The right product performance metrics will give you invaluable insights into its health, strength and weaknesses, potential issues or bottlenecks, and let you improve it greatly.

Metrics 141

Metrics KPI Measurement Dashboards 141

datapine

APRIL 13, 2021

In this article, we will cover every fundamental aspect to take advantage of agency analytics. Your Chance: Want to test a powerful agency analytics software? Apart from using their data to support decision-making, agencies also use metrics as the main language in which they speak to their clients. What Are Agency Analytics?

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

O'Reilly on Data

MAY 14, 2020

In our previous article, What You Need to Know About Product Management for AI , we discussed the need for an AI Product Manager. In this article, we shift our focus to the AI Product Manager’s skill set, as it is applied to day to day work in the design, development, and maintenance of AI products.

Management 364

Management Experimentation B2B Machine Learning 364

datapine

OCTOBER 17, 2019

By the end of this article, making stunning and useful managerial reports will be second nature to you. As a Growthforce article states, management reporting helps answer some of the following questions for a CEO: “Am I pricing my jobs right? But before we get into the nitty-gritty, let’s give you a bit of background.

Reporting 263

Reporting Management Dashboards KPI 263

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. version 0125). Its date is May 31st, 2025.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

Jedox

JULY 6, 2021

This is done by calculating suitable error metrics. An error metric is a way to quantify the performance of a model and provides a way for the forecaster to quantitatively compare different models 1. A friendly warning: This involves some math, which is necessary to explain how these metrics work. Mean Absolute Error (MAE).

Forecasting 104

Forecasting Metrics Testing Modeling 104

datapine

MARCH 22, 2019

Read here how these metrics can drive your customers’ satisfaction up! Customer satisfaction metrics evaluate how the products or services supplied by a company meet or surpass a customer’s expectations. Exclusive Bonus Content: Get our short guide to CES and NPS! Without further ado, let’s get going. But why?

Metrics 134

Metrics Dashboards Measurement Interactive 134

datapine

FEBRUARY 4, 2020

Below, in the article, we’ve gathered some of the marketing reports templates that can easily be used to perfect the efficiency of generating data and reduce the time needed to create it. Structure your metrics. That way you can choose the best possible metrics for your case. Use professional software. 1) Marketing CMO report.

Reporting 280

Reporting Marketing Advertising Metrics 280

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. Your Chance: Want to test professional business reporting software? Let’s get started. Explore our 14-day free trial.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

datapine

JUNE 18, 2019

We will explore even more examples of monthly reports later in the article. We live in a data-driven age, and the ability to use financial insights and metrics to your advantage will set you apart from the pack. Work Quality: These metrics help companies determine the quality level of their employees’ work performance.

Reporting 251

Reporting Metrics KPI Finance 251

datapine

MAY 20, 2020

Finally, we will show you a real-life example so you can get a visual overview and a clearer picture of the points discussed in this article. To inspire your customer relationship management report for managing your metrics, explore our cutting-edge selection of KPI examples. Test, tweak, evolve. Let’s begin.

Dashboards 265

Dashboards Reporting KPI Visualization 265

datapine

JULY 11, 2019

At this point, you have already tackled the biggest chunk of the work – collecting data, cleaning it, consolidating different data sources, and creating a mix of useful metrics. The metric is extremely important for retailers to identify when the demand for their products or services are higher and/or lower.

Dashboards 319

Dashboards Metrics Visualization Key Performance Indicator 319

O'Reilly on Data

DECEMBER 12, 2019

This article is meant to be a short, relatively technical primer on what model debugging is, what you should know about it, and the basics of how to debug models in practice. In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing.

Machine Learning 282

Machine Learning Modeling Testing Risk Management 282

datapine

FEBRUARY 10, 2021

Here we will present a social media dashboard definition, a guide on how to create one, and finalize with social media dashboard templates at the end of the article. Your Chance: Want to test a social media dashboard software for free? Your Chance: Want to test a social media dashboard software for free? We offer a 14-day trial.

Dashboards 193

Dashboards Scorecard KPI Metrics 193

datapine

APRIL 2, 2020

Here, we will consider what it takes to track KPI metrics, explore the dynamics or a contemporary KPI tracker, and look at how to track KPIs. Your Chance: Want to test a professional KPI tracking software for free? Benchmarking: One of the most powerful functions of committing to track KPI metrics is gaining the ability to benchmark.

KPI 195

KPI Key Performance Indicator Software Dashboards 195

datapine

OCTOBER 21, 2021

Your Chance: Want to test modern reporting software for free? Our first example is a monthly financial report tracking relevant metrics for a Chief Financial Officer (CFO). Starting at the top, the dashboard provides a quick overview of relevant metrics such as revenue, gross profit, EBIT, operating expenses, and net income.

Reporting 211

Reporting Dashboards Metrics Cost-Benefit 211

DataKitchen

OCTOBER 28, 2021

This article was originally published in Forbes. Authors of an article published by McKinsey Global Institute assert that “more human vigilance is needed to critically analyze the unfair biases that can become baked in and scaled by AI systems.” Data teams should formulate equity metrics in partnership with stakeholders.

Testing 130

Testing IT Manufacturing Machine Learning 130

datapine

APRIL 15, 2020

That said, in this article, we will go through both agile analytics and BI starting from basic definitions, and continuing with methodologies, tips, and tricks to help you implement these processes and give you a clear overview of how to use them. Your Chance: Want to test an agile business intelligence solution? Finalize testing.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

CIO Business Intelligence

NOVEMBER 13, 2024

Managers tend to incentivize activity metrics and measure inputs versus outputs,” she adds. Or instead of writing one article for the company knowledge base on a topic that matters most to them, they might submit a dozen articles, on less worthwhile topics. The solution is to rethink how companies give employees incentives.

IT 141

IT Consulting ROI Cost-Benefit 141

datapine

APRIL 8, 2020

A SQL dashboard is a visual representation of data and metrics that are generated from a SQL relational database, and processed through a dashboard software in order to perform advanced analysis by creating own queries, or using a visual drag-and-drop interface. Your Chance: Want to test a SQL dashboard software completely for free?

Dashboards 209

Dashboards Software Visualization Sales 209

datapine

SEPTEMBER 6, 2022

A content dashboard is an analytical tool that contains critical performance metrics to assess the success of all content-related initiatives. This most insightful of Google Analytics dashboards provide the perfect mix between overview metrics and more detailed insights. Let’s look at some of these metrics in more detail below.

Dashboards 179

Dashboards Reporting Metrics ROI 179

O'Reilly on Data

APRIL 2, 2019

A few years ago, we started publishing articles (see “Related resources” at the end of this post) on the challenges facing data teams as they start taking on more machine learning (ML) projects. A catalog or a database that lists models, including when they were tested, trained, and deployed.

Machine Learning 271

Machine Learning Modeling Data Science Software 271

datapine

JANUARY 18, 2023

Your Chance: Want to test a modern reporting software for free? This insightful report displays relevant metrics such as the top-performing agents, net promoter score, and first contact resolution rate, among others. It serves up a balanced blend of metrics that will empower you to boost engagement as well as retention rates.

Reporting 201

Reporting Metrics Dashboards Visualization 201

Rocket-Powered Data Science

JULY 21, 2023

Here are four specific metrics from the report, highlighting the potentially huge enterprise system benefits coming from implementing Splunk’s observability and monitoring products and services: Four times as many leaders who implement observability strategies resolve unplanned downtime in just minutes, not hours or days.

Machine Learning 190

Machine Learning Metrics Internet of Things Reporting 190

datapine

APRIL 16, 2019

While sometimes it’s okay to follow your instincts, the vast majority of your business-based decisions should be backed by metrics, facts, or figures related to your aims, goals, or initiatives that can ensure a stable backbone to your management reports and business operations. In most cases, this can prove detrimental to the business.

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

datapine

FEBRUARY 18, 2020

In this article, we will present the basic definition of financial graphs, explain why you need them, and answer the most basic of questions: what graphs to include in financial analysis? For optimizing reports and detail analysis, you can check our blog article about financial report examples. That said, let’s get started.

Visualization 201

Visualization Metrics Dashboards Finance 201

DataKitchen

FEBRUARY 23, 2024

Webinar: Beyond Data Observability: Personalization DataKitchen DataOps Observability Problem Statement White Paper: ‘Taming Chaos’ Technical Product Overview Four-minute online demo Detailed Product: Documentation Webinar: Data Observability Demo Day DataKitchen DataOps TestGen Problem Statement White Paper: ‘Mystery Box Full Of Data Errors’ (..)

Testing 117

Testing Data-driven Data Quality Metrics 117

datapine

MARCH 25, 2020

After reading this article, you will be equipped to create your own automation practice and upscale your reports with the help of a modern report tool. Your Chance: Want to test a professional reporting automation software? Your Chance: Want to test a professional reporting automation software? Let’s get started.

Reporting 209

Reporting Dashboards Manufacturing Visualization 209

datapine

MAY 11, 2022

Therefore, the visualization of data is critical to the sustained success of your business and to help you yield the most possible value from this tried and tested means of analyzing and presenting vital information. Retail analytics tools allow you to visualize relevant metrics in interactive bar charts such as the one displayed below.

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

CIO Business Intelligence

APRIL 8, 2025

In this article, I am drawing from firsthand experience working with CIOs, CDOs, CTOs and transformation leaders across industries. Regularly reviewing these metrics, publishing dashboards and iterating in sprints allows organizations to gauge progress, identify emerging issues and refine strategies accordingly. Measure and improve.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

datapine

NOVEMBER 27, 2019

We detailed the benefits and costs of good or bad quality data in our previous article on data quality management , where you can read the five important pillars to follow. Another increasing factor in the future of business intelligence is testing AI in a duel. Let’s take the manufacturing industry, for example.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

datapine

JANUARY 31, 2022

Everything is being tested, and then the campaigns that succeed get more money put into them, while the others aren’t repeated. This methodology of “test, look at the data, adjust” is at the heart and soul of business intelligence. Your Chance: Want to try a professional BI analytics software? Let’s look at our first use case.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

CIO Business Intelligence

MARCH 19, 2025

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. However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive.

IT 59

IT Data Governance Data-driven Metrics 59

O'Reilly on Data

OCTOBER 11, 2022

Selenium , the first tool for automated browser testing (2004), could be programmed to find fields on a web page, click on them or insert text, click “submit,” scrape the resulting web page, and collect results. But the core of the process is simple, and hasn’t changed much since the early days of web testing. What’s required?

Data Integration 353

Data Integration Insurance Dashboards Data-driven 353

CIO Business Intelligence

APRIL 5, 2023

According to the study, IT departments today primarily use technical and IT-related metrics. Therefore, in practice, only a few metrics suitable for both sides would be found, and the result is the IT value proposition is often unseen. They also tested the concept in a German mechanical engineering company.

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Measurement IT Metrics Consulting 133