O'Reilly on Data

MARCH 25, 2025

What this meant was the emergence of a new stack for ML-powered app development, often referred to as MLOps. Business value : Once we have a rubric for evaluating our systems, how do we tie our macro-level business value metrics to our micro-level LLM evaluations? If the student finds the interaction helpful. How do we do so?

Testing 174

Testing Data-driven Software Measurement 174

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 157

Metrics KPI Analytics Key Performance Indicator 157

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

JUNE 23, 2020

Serving as a central, interactive hub for a host of essential fiscal information, CFO dashboards host dynamic financial KPIs and intuitive analytical tools, as well as consolidate data in a way that is digestible and improves the decision-making process. Top 7 CFO Dashboard KPIs & Metrics Explained. We offer a 14-day free trial.

Dashboards 298

Dashboards Reporting KPI Metrics 298

datapine

MARCH 22, 2019

Forrester Research defines the ‘customer experience’ as: “How customers perceive their interactions with your company.”. 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.

Metrics 134

Metrics Dashboards Measurement Interactive 134

CIO Business Intelligence

NOVEMBER 19, 2024

Kevin Weil, chief product officer at OpenAI, wants to make it possible to interact with AI in all the ways that you interact with another human being. An agent is part of an AI system designed to act autonomously, making decisions and taking action without direct human intervention or interaction.

Testing 135

Testing Cost-Benefit Interactive ROI 135

Rocket-Powered Data Science

MARCH 19, 2019

The analytics-first strategy can be referred to as Analytics By Design, which is derived from similar principles in education: Understanding By Design. So we should keep our eye on the prize — maintaining our focus on the business outcomes (the analytics), which are data-fueled, technology-enabled, and metrics-verified.

Analytics 193

Analytics Metrics Data-driven Machine Learning 193

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 109

Metrics Data Lake Cost-Benefit Dashboards 109

datapine

MARCH 25, 2019

Data analysis method focuses on strategic approaches to taking raw data, mining for insights that are relevant to the business’s primary goals, and drilling down into this information to transform metrics, facts, and figures into initiatives that benefit improvement. A data analytics methodology you can count on. Visualize your data.

Key Performance Indicator 217

Key Performance Indicator Statistics Big Data Visualization 217

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 101

Metrics Dashboards Metadata Visualization 101

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. If you use a KPI tracker to its full potential and work with metrics that are relevant to your business’s core mission, you will reap incredible rewards.

KPI 195

KPI Key Performance Indicator Software Dashboards 195

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

AWS Big Data

AUGUST 21, 2023

Amazon OpenSearch Service is a managed service that makes it easy to deploy, operate, and scale OpenSearch clusters in AWS to perform interactive log analytics, real-time application monitoring, website search, and more. This allows write access to CloudWatch metrics and access to the CloudWatch log group and OpenSearch APIs.

Metrics 96

Metrics Testing Strategy Metadata 96

Occam's Razor

AUGUST 28, 2006

How many metrics can you call adorable? Site abandonment rate is an adorable metric, to me : ), for these reasons: Money, money, money baby. IMHO there isn't a metric out there that can tell you a lot so quickly and any improvement you make to it will directly and immediately impact the bottom-line. My hypothesis is that.

Metrics 98

Metrics Analytics Measurement Testing 98

datapine

JANUARY 18, 2023

With this issue in mind, several BI tools have been developed to assist businesses in the generation of interactive reports with just a few clicks, enhancing the way companies make critical decisions and service insights from their most valuable data. Try our 14-day free trial & start building interactive reports today!

Reporting 201

Reporting Metrics Dashboards Visualization 201

datapine

APRIL 22, 2020

Digital dashboards not only help you to drill down into the insights that matter most to your business, but they also offer an interactive visual representation that assists in swifter, more informed decision-making as well as the discovery of priceless new insights. But, with so much data and such little time, where do you even begin?

Dashboards 189

Dashboards Key Performance Indicator Visualization Sales 189

datapine

MAY 11, 2022

Data visualization methods refer to the creation of graphical representations of information. While pie charts have received a bad rep in recent years, we feel that they form a useful visualization tool that serves up important metrics in an easy-to-follow format. c) Pie charts. d) Gauge charts. d) Area chart.

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

datapine

SEPTEMBER 6, 2022

Modern content performance reports in the shape of an interactive online dashboard present an intuitive and accessible way to assess your content’s success and its ROI in real-time and in one centralized location. This is no longer the case, thanks to the introduction of modern reporting tools such as interactive dashboards.

Dashboards 179

Dashboards Reporting ROI Metrics 179

Jet Global

JUNE 24, 2020

An engineering Key Performance Indicator (KPI) or metric is a clearly defined quantifiable measure that an engineering firm uses to gauge its success over time. With engineering being a very broad field, KPIs are employed in a variety of ways, ranging from company-wide analysis to project specific performance metrics.

Metrics 98

Metrics Reporting KPI Key Performance Indicator 98

datapine

APRIL 12, 2023

Here we explore the meaning and value of incremental sales in the world of business, as well as the additional KPI examples and metrics you should track to ensure ongoing success. To ensure you yield the results you desire, first establish your goals, then decide on the metrics that you will need to track to measure your performance.

Sales 176

Sales KPI Metrics Cost-Benefit 176

Jet Global

MAY 15, 2020

A financial Key Performance Indicator (KPI) or metric is a quantifiable measure that a company uses to gauge its financial performance over time. These three statements are data rich and full of financial metrics. The Fundamental Finance KPIs and Metrics – Cash Flow. What is a Financial KPI? Current Ratio. View Guide Now.

Metrics 98

Metrics Finance Reporting KPI 98

datapine

MARCH 4, 2020

Operational reporting is an effective, results-driven means of tracking, measuring and analyzing a business’s regular deliverables and metrics, usually on a daily, weekly, and sometimes monthly basis with the help of modern and professional BI reporting tools. Download: A pocket-sized guide to operational and strategic reports!

Operational Reporting 169

Operational Reporting Reporting KPI Dashboards 169

AWS Big Data

JUNE 6, 2023

It’s important for business users to be able to see quality scores and metrics to make confident business decisions and debug data quality issues. It provides insights and metrics related to the performance and effectiveness of data quality processes. We can analyze the data quality score and metrics using Athena SQL queries.

Data Quality 79

Data Quality Metrics Visualization Dashboards 79

IBM Big Data Hub

JUNE 10, 2024

SLAs should precisely define the key metrics—service-level agreement metrics—that will be used to measure service performance. These metrics are often related to organizational service level objectives (SLOs ). The key is monitoring the right metrics. Crucially, they define how performance will be measured.

Metrics 58

Metrics Key Performance Indicator Measurement Cost-Benefit 58

CIO Business Intelligence

JULY 9, 2024

Non-routine physical jobs that require high levels of human interaction, problem-solving, and adaptability, meaning there will be a limited impact by gen AI. There’ll be a shift in measuring performance metrics, and traditional metrics, such as hours worked or revenue per employee, will no longer be relevant.

Metrics 139

Metrics Measurement Consulting Technology 139

AWS Big Data

NOVEMBER 21, 2024

Amazon EMR is a cloud big data platform for petabyte-scale data processing, interactive analysis, streaming, and machine learning (ML) using open source frameworks such as Apache Spark , Presto and Trino , and Apache Flink. The following screenshot shows an example of these metrics.

Metrics 61

Metrics Machine Learning Strategy Big Data 61

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. It’s an extension of data mining which refers only to past data. Today, managers and workers need to interact differently as they face an always-more competitive environment. Data exploded and became big.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

datapine

FEBRUARY 9, 2023

White label reporting refers to the tools and features used by businesses and agencies to generate customizable interactive reports and dashboards that match their branding. For this reason, they decided to rely on white label metrics dashboards to boost company culture by using the logo and color palette of the organization.

Dashboards 186

Dashboards Reporting Sales Software 186

datapine

DECEMBER 11, 2019

Within business scenarios, artificial intelligence (as well as machine learning, in many cases) provides an advanced degree of responsiveness and interaction between businesses, customers, and technology, driving AI-based SaaS trends 2020 onto a new level. That’s where unbundling comes in.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

datapine

JANUARY 14, 2020

By increasing the service levels, customer satisfaction, and loyalty, among many other metrics, organizations can ultimately generate business value and increase profits. To provide the best possible standards of CS on a consistent basis, understanding how your consumers interact with your business is vital.

Reporting 168

Reporting KPI Metrics Dashboards 168

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

AWS Big Data

OCTOBER 11, 2023

Near-real-time streaming analytics captures the value of operational data and metrics to provide new insights to create business opportunities. We introduce you to Amazon Managed Service for Apache Flink Studio and get started querying streaming data interactively using Amazon Kinesis Data Streams. We use two datasets in this post.

Management 118

Management Metadata Analytics Dashboards 118

datapine

NOVEMBER 11, 2021

Business intelligence tools provide you with interactive BI dashboards that serve as powerful communication tools to keep teams engaged and connected. For this reason, visual analytics in the shape of interactive dashboards are becoming indispensable for businesses to upscale their performance. 3) Dashboards.

Business Intelligence 213

Business Intelligence Dashboards Interactive Visualization 213

AWS Big Data

FEBRUARY 1, 2024

In this post, we provide a solution architecture that describes how you can process data from three different types of sources—streaming, transactional, and third-party reference data—and aggregate them in Amazon Redshift for business intelligence (BI) reporting. Refer to Streaming ingestion considerations for details. version cluster.

Data Warehouse 132

Data Warehouse Dashboards Risk Management Risk 132

Smart Data Collective

MARCH 11, 2022

Customer service analytics is a process that involves gathering and evaluating all data and metrics produced by a company’s or organization’s customer care department. It contains customer service interactions, emails opened, and customer satisfaction scores. What Is Customer Service Analytics? Customer Lifetime Analytics.

Customer Analytics 130

Customer Analytics Analytics Key Performance Indicator Big Data 130

AWS Big Data

NOVEMBER 29, 2023

The gold model joins the technical logs with billing data and organizes the metrics per business unit. To learn more, refer to About dbt models. To learn more, refer to Materializations and Incremental models. The team uses dbt-glue to build a transformed gold model optimized for business intelligence (BI).

Data Lake 117

Data Lake Management Metrics Data Warehouse 117

datapine

DECEMBER 4, 2019

Industries such as e-commerce already have started implementing chatbots and deriving insights based on predefined performance metrics, user, message and bot metrics, just to name a few. Augmented analytics was indeed previously referred to as “Smart Data Discovery”. Augmented Analytics.

Business Intelligence 212

Business Intelligence Prescriptive Analytics Analytics Predictive Analytics 212