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 363

Marketing Experimentation Metrics Testing 363

KDnuggets

SEPTEMBER 20, 2022

When building and optimizing your classification model, measuring how accurately it predicts your expected outcome is crucial. However, this metric alone is never the entire story, as it can still offer misleading results.

Metrics 160

Metrics Measurement Optimization Modeling 160

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 290

OLAP Metrics Optimization Software 290

CIO Business Intelligence

NOVEMBER 7, 2024

However, the metrics used to evaluate CIOs are hindering progress. While the CIO role has expanded significantly, the metrics used to evaluate their performance often remain tied to traditional IT values like cost management, operational efficiency, and system uptime. The CIO is no longer the chief of “keeping the lights on.”

Digital Transformation 128

Digital Transformation Metrics Measurement Key Performance Indicator 128

CIO Business Intelligence

SEPTEMBER 15, 2023

From the CEO’s perspective, an optimized IT services portfolio maximizes cost efficiency, flexibility, and scalability. Highly optimized portfolios leverage outsourcing to ensure that commodity-based sourcing is offloaded to outsourcers, freeing up internal teams to focus on strategic projects that add value and effectively manage costs.

Optimization 111

Optimization IT Metrics Marketing 111

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. It also houses essential reports for CEOs through powerful financial dashboards.

Dashboards 298

Dashboards Reporting KPI Metrics 298

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

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. Apart from using their data to support decision-making, agencies also use metrics as the main language in which they speak to their clients.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

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

DataKitchen

NOVEMBER 27, 2024

For example, metrics like the percentage of missing values help measure completeness, while deviations from authoritative sources gauge accuracy. These metrics are typically visualized through tools such as heatmaps, pie charts, or bar graphs, making it easy for stakeholders to understand compliance levels across different dimensions.

Data Quality 219

Data Quality Dashboards Metrics Cost-Benefit 219

DataKitchen

MARCH 16, 2023

But wait, she asks you for your team metrics. Where is your metrics report? What are the metrics that matter? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

AWS Big Data

JULY 11, 2024

Amazon OpenSearch Service introduced the OpenSearch Optimized Instances (OR1) , deliver price-performance improvement over existing instances. For more details about OR1 instances, refer to Amazon OpenSearch Service Under the Hood: OpenSearch Optimized Instances (OR1). OR1 instances use a local and a remote store.

Optimization 114

Optimization Metrics Data Processing Snapshot 114

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.

Metrics 124

Metrics Data Lake Cost-Benefit Dashboards 124

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 Interactive 128

datapine

FEBRUARY 4, 2020

Let’s face it: every serious business that wants to generate leads and revenue needs to have a marketing strategy that will help them in their quest for profit. Ultimately, it will provide a clear insight into relevant KPIs and build a solid foundation for increasing conversions. How do you know that? Or drastically change for another path?

Reporting 280

Reporting Marketing Advertising Metrics 280

AWS Big Data

JUNE 3, 2024

Imagine you have a fleet of web servers logging performance metrics for each web request served into a Kinesis data stream with two shards and you used a request URL as the partition key. You can use the WriteProvisionedThrougputExceeded metric in Amazon CloudWatch in this case. This behavior is commonly known as a hot key issue.

Optimization 126

Optimization Metrics Data Processing Testing 126

AWS Big Data

AUGUST 21, 2024

To address this requirement, Redshift Serverless launched the artificial intelligence (AI)-driven scaling and optimization feature, which scales the compute not only based on the queuing, but also factoring data volume and query complexity. The slider offers the following options: Optimized for cost – Prioritizes cost savings.

Optimization 105

Optimization Data Lake Data Warehouse Cost-Benefit 105

AWS Big Data

SEPTEMBER 12, 2024

The AWS Glue Data Catalog now enhances managed table optimization of Apache Iceberg tables by automatically removing data files that are no longer needed. Along with the Glue Data Catalog’s automated compaction feature, these storage optimizations can help you reduce metadata overhead, control storage costs, and improve query performance.

Optimization 128

Optimization Snapshot Metadata Metrics 128

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 114

Metrics Dashboards Metadata Visualization 114

datapine

JULY 11, 2019

However, if you want to enjoy optimal success, gaining a firm grasp of logical judgment and strategic thinking is essential – especially regarding dashboard design principles. In the digital age, there’s little need for a department of IT technicians, plus a qualified graphic designer, to create a dazzling data dashboard.

Dashboards 319

Dashboards Metrics Visualization Key Performance Indicator 319

datapine

JULY 8, 2020

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. Choose the most valuable metrics for your industry.

Dashboards 202

Dashboards Reporting Metrics Visualization 202

AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 128

Optimization Testing Data-driven Strategy 128

datapine

FEBRUARY 10, 2021

Likes, comments, shares, reach, CTR, conversions – all have become extremely significant to optimize and manage regularly in order to grow in our competitive digital environment. If you get into details, you will know what kind of metrics you need to accompany with your analysis. What Is A Social Media Dashboard?

Dashboards 193

Dashboards Scorecard KPI Metrics 193

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. That’s where business intelligence reporting comes into play – and, indeed, is proving pivotal in empowering organizations to collect data effectively and transform insight into action. click to enlarge**.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

datapine

MAY 20, 2020

With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. To inspire your customer relationship management report for managing your metrics, explore our cutting-edge selection of KPI examples. Follow-Up Contact Rate.

Dashboards 265

Dashboards Reporting KPI Visualization 265

CIO Business Intelligence

JUNE 16, 2022

Genius, opined Thomas Edison, who had firsthand knowledge of the subject, consists of 1% inspiration and 99% perspiration. Call it the “Edison Ratio.”. While one might haggle over the exact numbers, the Edison Ratio provides a useful benchmark for what it takes to make an inspired idea real. Which is fine until the sun sets and rises again.

IT 145

IT Metrics Cost-Benefit Measurement 145

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. The world changed on November 30, 2022 as surely as it did on August 12, 1908 when the first Model T left the Ford assembly line.

Metrics 289

Metrics Reporting Measurement Finance 289

datapine

JUNE 3, 2021

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. 2) Benefits Of Gauge Charts. 3) When To Use A Gauge Chart. 4) How to Create A Gauge Chart. 5) Top 7 Gauge Chart Examples. Let’s dig in with its definition!

KPI 218

KPI Metrics Visualization Cost-Benefit 218

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). You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives. Why AI software development is different.

Management 338

Management Machine Learning Experimentation Metrics 338

CIO Business Intelligence

DECEMBER 19, 2023

With our team’s strong understanding of every service within our catalog, we can quickly adapt to client needs and optimize output for success,” Cziomer says. Service delivery excellence is an attribute that far too many IT leaders fail to prioritize. But is your organization doing all it can to ensure service delivery excellence?

IT 139

IT Testing Metrics Optimization 139

O'Reilly on Data

MAY 14, 2020

Because they are building an AI product that will be consumed by the masses, it’s possible (perhaps even desirable) to optimize for rapid experimentation and iteration over accuracy—especially at the beginning of the product cycle. Which stage is the product in currently?

Management 363

Management Experimentation B2B Machine Learning 363

datapine

OCTOBER 29, 2021

Armed with powerful visualizations and real-time data, modern weekly summary reports enable businesses to closely monitor their performance and the progress of their strategies to extract relevant insights and optimize their processes to ensure constant growth. Let’s kick it off with the definition. What Is A Weekly Report?

Interactive 220

Interactive Reporting Dashboards Metrics 220

CIO Business Intelligence

JUNE 25, 2024

As enterprises continue to plan, expand, or evolve their digital transformation efforts and shifts to the cloud, many are likely relying on IT consultants or considering hiring them for help. Here are some tips for getting the most value from using IT consultants and ensuring that the engagement is successful and aligned with your objectives.

Consulting 123

Consulting IT Metrics Key Performance Indicator 123

DataKitchen

APRIL 13, 2021

Observe, optimize, and scale enterprise data pipelines. . To date, we count over 100 companies in the DataOps ecosystem. However, the rush to rebrand existing products with a DataOps message has created some marketplace confusion. Because it is such a new category, both overly narrow and overly broad definitions of DataOps abound.

Testing 312

Testing Machine Learning Consulting Data Quality 312

datapine

JANUARY 18, 2023

Businesses use this type of report to spot any issues and define their solutions, or to identify improvement opportunities to optimize their operational efficiency. A report is a document that presents relevant business information in an organized and understandable format. Let’s look at it with an analytical report example.

Reporting 201

Reporting Metrics Dashboards Visualization 201

CIO Business Intelligence

OCTOBER 24, 2024

DEX best practices, metrics, and tools are missing Nearly seven in ten (69%) leadership-level employees call DEX an essential or high priority in Ivanti’s 2024 Digital Experience Report: A CIO Call to Action , up from 61% a year ago. Most IT organizations lack metrics for DEX.

IT 119

IT Metrics Cost-Benefit Measurement 119

datapine

OCTOBER 21, 2021

Extracting business insights based on factual data and not just simple intuition will lead companies to optimize several processes and ensure sustainable development. Our first example is a monthly financial report tracking relevant metrics for a Chief Financial Officer (CFO). 3) Monthly Report Templates & Examples.

Reporting 211

Reporting Dashboards Metrics Cost-Benefit 211