IBM Big Data Hub

MARCH 29, 2024

OpenTelemetry and Prometheus enable the collection and transformation of metrics, which allows DevOps and IT teams to generate and act on performance insights. OTel was born from the merger of OpenCensus and OpenTracing with the goal of providing APIs, SDKs, libraries and integrations that standardize the collection of disparate data.

Metrics 77

Metrics Visualization Measurement Optimization 77

DataRobot

AUGUST 25, 2021

In a recent blog, we talked about how, at DataRobot , we organize trust in an AI system into three main categories: trust in the performance in your AI/machine learning model , trust in the operations of your AI system, and trust in the ethics of your modelling workflow, both to design the AI system and to integrate it with your business process.

Metrics 98

Metrics Measurement Machine Learning Data Collection 98

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

Aryng

JUNE 3, 2022

Misalignment between business objectives and success metrics is a common problem, especially as a start-up is in its journey of growing and evolving.

Analytics 52

Analytics Business Objectives Metrics Data Collection 52

Occam's Razor

APRIL 19, 2010

"What is the difference between a metric and a key performance indicator (KPI)?" " "Are goals metrics?" There seems to be genuine confusion about the simplest, most foundational, parts of web metrics / analytics. Metric: A metric is a number. But not normal metrics. Dimensions.

Metrics 138

Metrics Key Performance Indicator KPI Business Objectives 138

IBM Big Data Hub

DECEMBER 18, 2023

Are there alternatives to RUM data? Does that imply that there are “fake” user metrics as well? Synthetic data is where algorithms and simulations attempt to create the experience of an “average” user based on representative data samples. How is RUM data collected and processed?

IT 65

IT Metrics Optimization Testing 65

datapine

JUNE 4, 2020

A CTO dashboard is a critical tool in the process of evaluating, monitoring, and analyzing crucial high-level IT metrics such as support expenses or critical bugs, e.g., with the goal to create a centralized and dynamic point of access for all relevant IT data. Try our professional dashboard software for 14 days, completely free!

Dashboards 130

Dashboards Reporting Metrics Visualization 130

Cloudera

APRIL 9, 2021

This is part 4 in this blog series. This blog series follows the manufacturing and operations data lifecycle stages of an electric car manufacturer – typically experienced in large, data-driven manufacturing companies. The second blog dealt with creating and managing Data Enrichment pipelines.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

IBM Big Data Hub

MARCH 26, 2024

Our clients are improving their ability to measure and track progress against ESG metrics, while concurrently operationalizing sustainability transformation. Data not only provides the quantitative requirements for ESG metrics, but it also provides the visibility to manage the performance of those metrics.

Measurement 62

Measurement Metrics Strategy Reporting 62

IBM Big Data Hub

AUGUST 3, 2023

Seven metrics that identify the relative success of your application health monitoring process Organizations need to have a comprehensive plan to ensure the health of their applications, but one key component of any application health monitoring process is data collection. million in 2023, a 15% increase over 3 years.

Measurement 64

Measurement Metrics Risk Software 64

IBM Big Data Hub

JULY 6, 2023

By aggregating information from cross-domain event, metric and topology ingestion and leveraging AI capabilities, AIOps Insights enables teams to more quickly detect, identify and collaborate on incidents. The power of collaboration and context IT operations is a team sport. That’s why collaboration is at the heart of AIOps Insights.

Management 53

Management IT Metrics Data-driven 53

datapine

SEPTEMBER 1, 2020

Here we have some of the most important data a brand should care about: their already-existing customers and their perception of the relationship they have with the brand. Thanks to these dashboards, they can control data for long-running projects at any time. click to enlarge**.

Reporting 247

Reporting Marketing KPI Dashboards 247

IBM Big Data Hub

AUGUST 11, 2023

Moreover, they play a crucial role in quality management and compliance by enforcing quality control procedures, monitoring metrics and capturing real-time data. They also support the measurement of overall equipment effectiveness (OEE) , a significant metric used to gauge manufacturing efficiency.

Software 69

Software Manufacturing Cost-Benefit ROI 69

Ontotext

AUGUST 12, 2021

The hospital (and many other Healthcare institutions like it) keeps the data in various systems where each serves the specific needs of a different department and there is no unified access or identification of individuals between databases. Custom metrics are no different.

Metrics 98

Metrics Visualization Reporting Data Collection 98

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. The next in our rundown of dynamic business reports examples comes in the form of our specialized SaaS metrics dashboard.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

datapine

JUNE 13, 2019

They can be of various forms: a daily sales report format will track sales metrics that are relevant on a daily basis: the number of phone calls or meetings set up by a rep, number of leads created. So here’s what you should additionally consider when writing to your boss: Focus on what matters to your boss: choose the right metrics.

Sales 264

Sales Reporting KPI B2B 264

IBM Big Data Hub

SEPTEMBER 11, 2023

A pain point tracker (a repository of business, human-centered design and technology issues that inhibit users’ ability to execute critical tasks) captures themes that arise during the data collection process. The pain point tracker clusters the foundational data in which value metrics are then applied.

Data-driven 86

Data-driven IT Measurement Cost-Benefit 86

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. 3) Gather data now. 6) Analyze and understand.

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

O'Reilly on Data

MAY 14, 2020

The foundation of any data product consists of “solid data infrastructure, including data collection, data storage, data pipelines, data preparation, and traditional analytics.” data platform, metrics, ML/AI research, and applied ML). Avinash Kaushik’s Web Analytics 2.0 Conclusion.

Management 363

Management Experimentation B2B Machine Learning 363

Smart Data Collective

JUNE 6, 2021

If your company revolves around the manufacturing of goods or services, for example, big data can aid you in the development of your products. This can be done through the analysis of previous product success as well as the data collected from test markets and/or social groups that may dictate what commercial offerings are best received.

Big Data 132

Big Data Data Analytics Analytics Cost-Benefit 132

DataKitchen

JUNE 24, 2021

GE formed its Digital League to create a data culture. One of the keys for our success was really focusing that effort on what our key business initiatives were and what sorts of metrics mattered most to our customers. Chapin also mentioned that measuring cycle time and benchmarking metrics upfront was absolutely critical. “It

ROI 211

ROI Metrics Measurement Cost-Benefit 211

IBM Big Data Hub

OCTOBER 17, 2023

Many solutions now move beyond traditional application performance monitoring (APM) tools toward observability—“ performance data collection and analysis technology better suited to the complexity of modern, distributed cloud-native applications.” appeared first on IBM Blog.

Metrics 72

Metrics Optimization Software Measurement 72

Cloudera

JUNE 17, 2022

In the second blog of the Universal Data Distribution blog series , we explored how Cloudera DataFlow for the Public Cloud (CDF-PC) can help you implement use cases like data lakehouse and data warehouse ingest, cybersecurity, and log optimization, as well as IoT and streaming data collection.

Cost-Benefit 92

Cost-Benefit IoT Data Warehouse Manufacturing 92

CDW Research Hub

DECEMBER 22, 2020

” The 2020 MSP 501 and NextGen 101 lists are based on data collected by Channel Futures and its sister site, Channel Partners. Data was collected in 2020. The MSP 501 list recognizes top managed service providers based on metrics including recurring revenue, profit margin and other factors.

Management 97

Management Optimization Metrics Data Collection 97

Cloudera

SEPTEMBER 23, 2021

Actually, that metric has dropped to three seconds since that study was conducted a decade ago. We define it as the ability to access and work on the same data securely and efficiently, no matter where that data may reside or where the analytics run. Cutting out the distances between data and processing is the key to speed.

Reporting 82

Reporting Metrics Sales Data Collection 82

IBM Big Data Hub

FEBRUARY 2, 2024

A 2023 report found that global investment in green or low-carbon energy sources exceeded USD $1 trillion, 1 while advanced data collection tools and artificial intelligence (AI) are helping to better monitor emissions and inform sustainability strategy. Today, sustainability efforts are being shaped by new urgency and new technology.

Optimization 87

Optimization Cost-Benefit Strategy Technology 87

datapine

JANUARY 31, 2022

They used the data collected to build a logistic-regression and unsupervised learning models, so as to determine the potential relationship between drivers and outcomes. Overall, the use of data analysis in this use case showed a significant increase in employee collaboration and increased operational efficiency for the company.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

IBM Big Data Hub

FEBRUARY 7, 2024

This can be quantified by measuring metrics like tree cover, habitat integrity and number of species, and is guided by sustainable development principles. .” Similar to “carbon neutral” in the context of emissions, nature positive refers to stopping, avoiding and reversing environmental destruction.

Reporting 91

Reporting Internet of Things Cost-Benefit Data-driven 91

Cloudera

MAY 9, 2019

Even if they complete it, they lack the ability to identify and correlate the success metrics with key business goals. The report created a readiness model with five dimensions and various metrics under each dimension. Each metric is associated with one or more questions. These metrics can help you with measuring those.

IoT 54

IoT Modeling Metrics Measurement 54

The Unofficial Google Data Science Blog

JULY 18, 2023

That’s the focus of this blog post. We’ll start by defining some key concepts around measuring the quality of human labeled data. Once we’ve answered that, we will then define and use metrics to understand the quality of human-labeled data, along with a measurement framework that we call Cross-replication Reliability or xRR.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

The Unofficial Google Data Science Blog

OCTOBER 31, 2016

By PATRICK RILEY For a number of years, I led the data science team for Google Search logs. We were often asked to make sense of confusing results, measure new phenomena from logged behavior, validate analyses done by others, and interpret metrics of user behavior. I'd like to share the contents of that document in this blog post.

Metrics 107

Metrics Measurement Statistics Data Collection 107

AWS Big Data

AUGUST 23, 2023

It uses Amazon Simple Storage Service (Amazon S3) as the primary data storage for indexes, adding durability for your data. Collections are able to take advantage of the S3 storage layer to reduce the need for hot storage, and reduce cost, by bringing data into local store when it’s accessed.

Snapshot 96

Snapshot Dashboards Visualization Metrics 96

Jet Global

SEPTEMBER 29, 2021

To meet this shift in roles, the new breed of Finance leader is increasingly becoming data-driven, combining quality data drawn from multiple sources to put strategic decisions in context and choose the highest-impact business direction. How Finance Leaders Use Data to Support Decision-Making. Provide Access to Quality Data.

Data-driven 52

Data-driven Finance Data Collection Metrics 52

AWS Big Data

MAY 16, 2023

This blog post is co-written with Steve Alexander at PG&E. Solution overview The following highly simplified architectural diagram illustrates the smart sensor data collection and processing. Smart sensors send data via cellular communication based on a predefined schedule or triggered by real-time events.

Dashboards 80

Dashboards Statistics Data Collection Business Intelligence 80

IBM Big Data Hub

SEPTEMBER 19, 2023

Though you may encounter the terms “data science” and “data analytics” being used interchangeably in conversations or online, they refer to two distinctly different concepts. Meanwhile, data analytics is the act of examining datasets to extract value and find answers to specific questions.

Data Science 78

Data Science Data Analytics Prescriptive Analytics Analytics 78

datapine

JANUARY 6, 2022

Qualitative data, as it is widely open to interpretation, must be “coded” so as to facilitate the grouping and labeling of data into identifiable themes. The purpose of collection and interpretation is to acquire useful and usable information and to make the most informed decisions possible. What is the keyword? Dependable.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

Alation

OCTOBER 12, 2021

Folks can work faster, and with more agility, unearthing insights from their data instantly to stay competitive. Yet the explosion of data collection and volume presents new challenges. The third challenge was around trusting the data. The fourth challenge was around using the data. Set consistent data policies.

Strategy 52

Strategy Enterprise Analytics Data Governance 52