O'Reilly on Data

MARCH 25, 2025

Most teams approach this like traditional software development but quickly discover it’s a fundamentally different beast. Check out the graph belowsee how excitement for traditional software builds steadily while GenAI starts with a flashy demo and then hits a wall of challenges? Whats worse: Inputs are rarely exactly the same.

Testing 174

Testing Data-driven Software Measurement 174

datapine

FEBRUARY 3, 2022

2) What Are Metrics? 3) KPIs vs Metrics: Main Differences. 4) Tips For KPI & Metrics Tracking. This is done with the help of KPI and metrics. KPIs and metrics are often considered the same thing in day-to-day business contexts. Let’s quick it off with the definition of metrics and KPIs! What Are Metrics?

Metrics 189

Metrics KPI Key Performance Indicator Sales 189

datapine

SEPTEMBER 29, 2022

6) Data Quality Metrics Examples. Reporting being part of an effective DQM, we will also go through some data quality metrics examples you can use to assess your efforts in the matter. The data quality analysis metrics of complete and accurate data are imperative to this step. Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

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

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 364

Marketing Experimentation Metrics Testing 364

CIO Business Intelligence

FEBRUARY 13, 2024

IT leaders are drowning in metrics, with many finding themselves up to their KPIs in a seemingly bottomless pool of measurement tools. There are several important metrics that can be used to achieve IT success, says Jonathan Nikols, senior vice president of global enterprise sales for the Americas at Verizon. Here they are.

Metrics 140

Metrics IT ROI Measurement 140

DataKitchen

MARCH 12, 2024

Key Success Metrics, Benefits, and Results for Data Observability Using DataKitchen Software Lowering Serious Production Errors Key Benefit Errors in production can come from many sources – poor data, problems in the production process, being late, or infrastructure problems. Data errors can cause compliance risks.

Metrics 117

Metrics Software Cost-Benefit Testing 117

Analytics Vidhya

SEPTEMBER 6, 2024

Introduction In today’s fast-paced software development environment, ensuring optimal application performance is crucial. Monitoring real-time metrics such as response times, error rates, and resource utilization can help maintain high availability and deliver a seamless user experience.

OLAP 289

OLAP Metrics Optimization Software 289

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

CIO Business Intelligence

DECEMBER 10, 2024

Specify metrics that align with key business objectives Every department has operating metrics that are key to increasing revenue, improving customer satisfaction, and delivering other strategic objectives. Below are five examples of where to start. Gen AI holds the potential to facilitate that.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

datapine

APRIL 13, 2021

Your Chance: Want to test a powerful agency analytics software? As with any other business out there, agencies manage big amounts of data in the form of surveys, social media metrics, website performance, or any other information related to their client’s goals. Your Chance: Want to test a powerful agency analytics software?

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

AWS Big Data

NOVEMBER 20, 2023

Today we are pleased to announce a new class of Amazon CloudWatch metrics reported with your pipelines built on top of AWS Glue for Apache Spark jobs. The new metrics provide aggregate and fine-grained insights into the health and operations of your job runs and the data being processed. workerUtilization showed 1.0

Metrics 124

Metrics Data Lake Cost-Benefit Dashboards 124

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). Why AI software development is different. This shift requires a fundamental change in your software engineering practice. It’s hard to predict how long an AI project will take.

Management 363

Management Machine Learning Experimentation Metrics 363

datapine

JUNE 23, 2020

The key metrics featured at the top left of this cutting-edge CFO report template include cover gross profit, EBIT, operational expenses, and net income — a perfect storm of financial information. Top 7 CFO Dashboard KPIs & Metrics Explained. Benefit from great CFO dashboards & reports!

Dashboards 298

Dashboards Reporting KPI Metrics 298

AWS Big Data

FEBRUARY 13, 2024

AWS Glue has made this more straightforward with the launch of AWS Glue job observability metrics , which provide valuable insights into your data integration pipelines built on AWS Glue. This post, walks through how to integrate AWS Glue job observability metrics with Grafana using Amazon Managed Grafana. Sign in to your workspace.

Metrics 125

Metrics Dashboards Visualization Key Performance Indicator 125

O'Reilly on Data

MAY 14, 2020

This role includes everything a traditional PM does, but also requires an operational understanding of machine learning software development, along with a realistic view of its capabilities and limitations. data platform, metrics, ML/AI research, and applied ML). Which stage is the product in currently? AI is no different.

Management 364

Management Experimentation B2B Machine Learning 364

CIO Business Intelligence

DECEMBER 20, 2023

At the same time, developers are scarce, and the demand for new software is high. Gartner’s surveys and data from client inquiries confirm that developer productivity remains a top priority for software engineering leaders.” Organizations need to get the most out of the limited number of developers they’ve got,” he says.

Measurement 124

Measurement Software IT Metrics 124

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. The average app contains 180 components , and failing to update them leads to bloated code, security gaps, and mounting technical debt.

Risk 123

Risk Cost-Benefit Data-driven Digital Transformation 123

CIO Business Intelligence

FEBRUARY 1, 2024

When organizations buy a shiny new piece of software, attention is typically focused on the benefits: streamlined business processes, improved productivity, automation, better security, faster time-to-market, digital transformation. A full-blown TCO analysis can be complicated and time consuming.

Software 131

Software Enterprise Cost-Benefit ROI 131

AWS Big Data

MARCH 29, 2024

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring. In this post, we explore how to connect QuickSight to Amazon CloudWatch metrics and build graphs to uncover trends in AWS Glue job observability metrics.

Metrics 128

Metrics Visualization Dashboards Publishing 128

CIO Business Intelligence

SEPTEMBER 10, 2024

Generative AI is poised to redefine software creation and digital transformation. The traditional software development life cycle (SDLC) is fraught with challenges, particularly requirement gathering, contributing to 40-50% of project failures. advertising, marketing, or software development). Result: 70% more efficient.

Software 124

Software Digital Transformation Testing Advertising 124

O'Reilly on Data

OCTOBER 13, 2020

In traditional software engineering, precedent has been established for the transition of responsibility from development teams to maintenance, user operations, and site reliability teams. This distinction assumes a slightly different definition of debugging than is often used in software development. Monitoring.

Management 314

Management Machine Learning Metrics Modeling 314

Smart Data Collective

SEPTEMBER 12, 2023

AI technology is rapidly changing the software industry. We have talked a lot about the ways that AI technology is improving the quality of software. Helpdesk software is among them. Real-time Customer Insights Modern software solutions often provide real-time customer insights.

Software 122

Software Predictive Analytics Interactive Machine Learning 122

datapine

JUNE 3, 2021

Try our powerful data visualization software 14-days for free! It uses various colors to divide a scale into segments that represent different values of the same metric, and it uses a needle to point at a certain value over the pivot point. Try our powerful data visualization software 14-days for free! What Is A Gauge Chart?

KPI 218

KPI Metrics Visualization Cost-Benefit 218

datapine

DECEMBER 11, 2019

“Software as a service” (SaaS) is becoming an increasingly viable choice for organizations looking for the accessibility and versatility of software solutions and online data analysis tools without the need to rely on installing and running applications on their own computer systems and data centers. SaaS: The Key Characteristics.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

datapine

MAY 20, 2020

CRM software will help you do just that. Try our professional dashboard software for 14 days, completely free! At its core, CRM dashboard software is a smart vessel for data analytics and business intelligence – digital innovation that hosts a wealth of insightful CRM reports. Let’s begin. Follow-Up Contact Rate.

Dashboards 265

Dashboards Reporting KPI Visualization 265

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

CIO Business Intelligence

DECEMBER 2, 2024

When you reframe the conversation this way, technical debt becomes a strategic business issue that directly impacts the value metrics the board cares about most. Rather than discuss “legacy systems,” talk about “revenue bottlenecks,” and replace “technical debt” with “innovation capacity.”

ROI 136

ROI Cost-Benefit Metrics Strategy 136

datapine

JULY 8, 2020

Try our professional dashboard software for 14 days, completely free! A COO (chief operating officer) dashboard is a visual management tool used by COOs to connect multiple data sources, track, evaluate, and help COOs to optimize operational processes within a company by using interactive metrics and advanced analytical capabilities.

Dashboards 202

Dashboards Reporting Metrics Visualization 202

AWS Big Data

DECEMBER 5, 2024

Solution overview The MSK clusters in Hydro are configured with a PER_TOPIC_PER_BROKER level of monitoring, which provides metrics at the broker and topic levels. These metrics help us determine the attributes of the cluster usage effectively. We then match these attributes to the relevant MSK metrics available.

Metrics 94

Metrics Dashboards Testing Optimization 94

datapine

FEBRUARY 4, 2020

Use professional software. To get started, you might want to equip yourself with a marketing BI software to analyze all your data and easily build professional reports. To get started, you might want to equip yourself with a marketing BI software to analyze all your data and easily build professional reports.

Reporting 280

Reporting Marketing Advertising Metrics 280

DataKitchen

JANUARY 20, 2021

Centralizing analytics helps the organization standardize enterprise-wide measurements and metrics. With a standard metric supported by a centralized technical team, the organization maintains consistency in analytics. A centralized team can publish a set of software services that support the rollout of Agile/DataOps.

Metrics 243

Metrics Experimentation Measurement Testing 243

datapine

JUNE 18, 2019

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. Our monthly reports are on top illustrated with beautiful data visualizations that provide a better understanding of the metrics tracked. The reporting tools to do that exist for that very purpose.

Reporting 251

Reporting Metrics KPI Finance 251

datapine

FEBRUARY 10, 2021

Your Chance: Want to test a social media dashboard software for free? 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.

Dashboards 193

Dashboards Scorecard KPI Metrics 193

datapine

MAY 27, 2020

That said, we will delve deeper into analytical reporting as well as its value in a real-world business context and consider how to write an analytics report with the help of professional online reporting software. Try our professional reporting software for 14 days, completely free! Let’s get started. What Is An Analytical Report?

Reporting 245

Reporting Analytics Dashboards Sales 245