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 119

Metrics Visualization Dashboards Interactive 119

DataKitchen

APRIL 13, 2021

A complete DataOps program will have a unified, system-wide view of process metrics using a common data store. GitHub – A provider of Internet hosting for software development and version control using Git. AWS Code Commit – A fully-managed source control service that hosts secure Git-based repositories.

Testing 300

Testing Machine Learning Consulting Data Quality 300

Cloudera

DECEMBER 4, 2024

System metrics, such as inference latency and throughput, are available as Prometheus metrics. Data teams can use any metrics dashboarding tool to monitor these. It is ideal for deploying always-on AI models and applications that serve business-critical use cases.

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

datapine

MAY 20, 2020

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. This most value-driven CRM dashboard and a powerful piece of CRM reporting software host a cohesive mix of visual KPIs. Let’s look at this in more detail.

Dashboards 265

Dashboards Reporting KPI Visualization 265

datapine

MAY 27, 2020

By using an online dashboard , you will be able to gain access to dynamic metrics and data in a way that’s digestible, actionable, and accurate. A modern data report offers a host of interactive data charts and visualizations you can use to your advantage. Primary KPIs: Treatment Costs. ER Wait Time. Patient Wait Time.

Reporting 245

Reporting Analytics Dashboards Sales 245

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

NOVEMBER 11, 2024

Monitor the solution To maintain the health of the log ingestion pipeline, there are several key areas to monitor: Kinesis Data Streams metrics – You should monitor the following metrics: FailedRecords – Indicates an issue in CloudWatch subscription filters writing to the Kinesis data stream. Investigate data stream metrics.

Metadata 109

Metadata Metrics Analytics Data Processing 109

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. Even with good training data and a clear objective metric, it can be difficult to reach accuracy levels sufficient to satisfy end users or upper management.

Management 363

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AWS Big Data

DECEMBER 5, 2024

In each environment, Hydro manages a single MSK cluster that hosts multiple tenants with differing workload requirements. 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.

Metrics 79

Metrics Dashboards Testing Optimization 79

datapine

MAY 14, 2019

This interdisciplinary field of scientific methods, processes, and systems helps people extract knowledge or insights from data in a host of forms, either structured or unstructured, similar to data mining. Data science, also known as data-driven science, covers an incredibly broad spectrum.

Data Science 350

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datapine

DECEMBER 11, 2019

Pre-defined metrics and KPIs: Vertical SaaS is already integrated with pre-defined metrics, KPIs , and analytics that businesses can utilize to assess and address daily and long-term processes and performance. More software providers will adopt a mobile-first mentality, optimizing their offerings to suit a host of mobile devices.

Software 314

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datapine

MARCH 25, 2019

To help you understand the potential of analysis and how you can use it to enhance your business practices, we will answer a host of important analytical questions. Any stats, facts, figures, or metrics that don’t align with your business goals or fit with your KPI management strategies should be eliminated from the equation.

Key Performance Indicator 217

Key Performance Indicator Statistics Big Data Visualization 217

IBM Big Data Hub

MAY 7, 2024

In this article, we will discuss why observing microservice applications on Kubernetes is crucial and several metrics that you should focus on as part of your observability strategy. Why should you observe microservice health running on Kubernetes and what are the Kubernetes metrics you should monitor?

Metrics 71

Metrics Measurement Optimization Data Processing 71

datapine

APRIL 12, 2019

In essence, a project management dashboard is a data-driven platform that displays metrics, stats, and insights that are specific to a particular project or strategy by presenting a tailored mix of key performance indicators (KPIs) in one central location. Download right here our free guide and get started with dashboards!

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Dashboards Management KPI Cost-Benefit 233

datapine

JULY 17, 2019

Picture procurement metrics – you need to know if suppliers fulfill your demands, their capacity to respond to urgent demands, costs of orders, and many other indicators to efficiently track your company’s performance. Also, explore our guide to KPI management and learn from a host of helpful best practices.

KPI 223

KPI Reporting Key Performance Indicator Dashboards 223

AWS Big Data

DECEMBER 18, 2024

The nDCG is a metric thats used to evaluate the quality of a ranking system by assessing how well ranked items align with their actual relevance and prioritizes relevant results at the top. In this study, @10 indicates that the metric was calculated considering only the top 10 items in the ranked list.

Metrics 76

Metrics Modeling Data Processing Machine Learning 76

datapine

JULY 1, 2020

Moreover, a host of ad hoc analysis or reporting platforms boast integrated online data visualization tools to help enhance the data exploration process. By its very nature, the financial industry (or the financial departments) is rife with facts, figures, financial KPIs , metrics, and data. ” – John Dryden.

Reporting 260

Reporting Dashboards Cost-Benefit Visualization 260

datapine

NOVEMBER 5, 2019

By harnessing the insights, information, and metrics that are most valuable to key aspects of your business and understanding how to take meaningful actions from your data, you will ensure your business remains robust, resilient, and competitive. The Link Between Data And Business Performance. click to enlarge**.

Dashboards 220

Dashboards Cost-Benefit Sales Metrics 220

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. and 120,000 as upper limits).

Optimization 118

Optimization Metrics Data Processing Testing 118

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. Our procurement dashboard above is not only visually balanced but also offers a clear-cut snapshot of every vital metric you need to improve your procurement processes at a glance. It doesn’t stop here.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

datapine

JANUARY 7, 2020

By gaining the ability to gather, organize and analyze the metrics that are most important to your organization, you stand to make your business empire more intelligent than ever before – and executive reporting and business dashboards will help you do just that. We are indeed living in a time rich in invaluable digital data.

Dashboards 149

Dashboards Reporting KPI Metrics 149

datapine

AUGUST 7, 2019

A SaaS dashboard is a powerful business intelligence tool that offers a host of benefits for ambitious tech businesses. Moreover, as a SaaS metrics dashboard serves all of your data in one centralized space, you don’t need to waste time logging into different applications or platforms to source the insights you need. 2) Vision.

Dashboards 168

Dashboards Management KPI Cost-Benefit 168

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. We have written a bit more on the average response time as one of our metrics examples below in our article, but the main point is to keep it as short as possible.

Reporting 168

Reporting KPI Metrics Dashboards 168

datapine

MARCH 18, 2020

and metrics (follows, likes, reach, growth, awareness, post performance, engagements, etc.) Depending on the specific use-case and what kind of metrics you want to track, the reporting process for various social channels will be different. Choose the right metrics. What Is A Social Media Report? over various time frames.

Reporting 178

Reporting Dashboards Metrics KPI 178

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

DataKitchen

NOVEMBER 29, 2021

Quality test suites will enforce “equity,” like any other performance metric. An array of interdependent domains may sound great in theory, but we can say from experience, a decentralized organizational/architectural structure raises a host of issues that must be addressed.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

datapine

MARCH 4, 2020

Here, we will consider the question ‘ What are operational reports,’ delve deeper into strategic reports, and examine a host of best operational reporting analysis practices. By working with a monthly report, it’s possible to create a sense of fluency and cohesion throughout the business by looking at metrics aimed at the midterm.

Operational Reporting 169

Operational Reporting Reporting KPI Dashboards 169

datapine

FEBRUARY 9, 2024

An even more interesting fact: The blogs we read regularly are not only influenced by KPI management but also concerning content, style, and flow; they’re often molded by the suggestions of these goal-driven metrics. For example, customer satisfaction metrics are used to drive a better customer experience.

KPI 221

KPI Management Key Performance Indicator Measurement 221

datapine

APRIL 22, 2020

A digital dashboard is an electronic tracking tool used to build an interactive, visual representation of data from a host of sources including databases, CRM- and ERP data or other web services to monitor important business metrics and overall company’s performance. What Is A Digital Dashboard? Communicate with stakeholders.

Dashboards 189

Dashboards Key Performance Indicator Visualization Sales 189

O'Reilly on Data

JANUARY 17, 2023

Especially when you consider how Certain Big Cloud Providers treat autoML as an on-ramp to model hosting. Is autoML the bait for long-term model hosting? It takes a few clicks to build the model, then another few clicks to expose it as an endpoint for use in production. (Is But that’s a story for another day.)

Machine Learning 363

Machine Learning Predictive Modeling Software Modeling 363

datapine

AUGUST 28, 2019

By leveraging the right tools, it’s possible to take quantitative metrics or information, arrange it into a logical format, and create a narrative that simplifies complex information, presenting it in a way that engages a particular target audience. Data storytelling has a host of business-boosting benefits.

KPI 193

KPI Visualization Dashboards Data-driven 193

O'Reilly on Data

DECEMBER 12, 2019

Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes. For model training and selection, we recommend considering fairness metrics when selecting hyperparameters and decision cutoff thresholds.

Machine Learning 281

Machine Learning Modeling Testing Risk Management 281

AWS Big Data

JULY 11, 2024

Getting started with OpenSearch Benchmark OpenSearch Benchmark, a tool provided by the OpenSearch Project , comprehensively gathers performance metrics from OpenSearch clusters, including indexing throughput and search latency. OpenSearch Benchmark runs a set of predefined test procedures to capture OpenSearch Service performance metrics.

Optimization 102

Optimization Metrics Data Processing Snapshot 102

AWS Big Data

NOVEMBER 22, 2024

Each Lucene index (and, therefore, each OpenSearch shard) represents a completely independent search and storage capability hosted on a single machine. To better highlight the performance, the following figures show metrics from the OpenSearch target cluster during this process (presented below).

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Snapshot Metadata Recreation/Entertainment Data Processing 82

datapine

NOVEMBER 13, 2019

There are a host of benefits to procurement reporting. With so many areas to consider, deciding which KPIs to focus on while defining metric measurement periods can prove to be a challenge at the initial stages. That way you will be able to significantly reduce errors, and increase your productivity levels. Analyze your findings.

Reporting 158

Reporting KPI Cost-Benefit Metrics 158

datapine

DECEMBER 17, 2019

But in this digital age, dynamic modern IT reports created with a state-of-the-art online reporting tool are here to help you provide viable answers to a host of burning departmental questions. What kind of metrics matter to my audience?

Reporting 173

Reporting IT Key Performance Indicator Dashboards 173

O'Reilly on Data

APRIL 22, 2020

Finally, investors from BlackStone to JP Morgan are beginning to prioritize environmental, social, and governance metrics—like ethics—into its definition of shareholder value. New rules will catch these organizations off-guard, especially when they use emerging technologies and face ambiguous rules.

Cost-Benefit 312

Cost-Benefit Finance Data-driven Strategy 312