Dataiku

JULY 5, 2022

Measuring similarity between two datasets is critical in many ML fields, such as detecting dataset shift and evaluating its impact on a model’s performance. This article describes various datasets’ similarity measures and how they can be leveraged for distribution shift detection and model performance drop.

Measurement 59

Measurement Modeling IT 59

Dataiku

NOVEMBER 11, 2020

In our previous article , we gave an in-depth review on how to explain biases in data. The next step in our fairness journey is to dig into how to detect biased machine learning models.

Machine Learning 125

Machine Learning Measurement Modeling 125

Dataiku

OCTOBER 16, 2020

For designing machine learning (ML) models as well as for monitoring them in production, uncertainty estimation on predictions is a critical asset. It helps identify suspicious samples during model training in addition to detecting out-of-distribution samples at inference time.

Uncertainty 107

Uncertainty Measurement Modeling Machine Learning 107

Occam's Razor

SEPTEMBER 15, 2011

Winners, well before they think data or tool, have a well structured Digital Marketing & Measurement Model. This article guides you in understanding the value of the Digital Marketing & Measurement Model (notice the repeated emphasis on Marketing, not just Measurement), and how to create one for yourself. Acquisition.

Measurement 166

Measurement Marketing Modeling Key Performance Indicator 166

Occam's Razor

MAY 14, 2012

So let's fix that problem in this blog post. Bonus One: Read: Brand Measurement: Analytics & Metrics for Branding Campaigns ]. There are many different tools, both online and offline, that measure the elusive metric called brand strength. I love using this tool to measure " unaided brand recall."

Measurement 128

Measurement Analytics Advertising Marketing 128

erwin

DECEMBER 20, 2018

Whether implemented as preventative measures (risk management and regulation) or proactive endeavors (value creation and ROI), the benefits of a data governance initiative is becoming more apparent. With that in mind, we’ve compiled a list of the very best, best-practice blog posts from the erwin Experts in 2018. Data Governance 2.0

Data Governance 40

Data Governance ROI Risk Management Metadata 40

datapine

OCTOBER 11, 2023

A Warehouse KPI is a measurement that helps warehousing managers to track the performance of their inventory management, order fulfillment, picking and packing, transportation, and overall operations. These powerful measurements will allow you to track all activities in real-time to ensure everything runs smoothly and safely.

Metrics 217

Metrics KPI Management Cost-Benefit 217

datapine

JULY 6, 2022

2) How To Measure Productivity? For years, businesses have experimented and narrowed down the most effective measurements for productivity. Use our 14-day free trial and start measuring your productivity today! In shorter words, productivity is the effectiveness of output; metrics are methods of measurement.

Measurement 243

Measurement Metrics KPI Sales 243

IBM Big Data Hub

APRIL 19, 2024

This blog series discusses the complex tasks energy utility companies face as they shift to holistic grid asset management to manage through the energy transition. Read more about the business value of APM The post The journey to a mature asset management system appeared first on IBM Blog.

Management 93

Management Internet of Things Risk IoT 93

DataKitchen

MAY 10, 2024

This blog post explores the challenges and solutions associated with data ingestion monitoring, focusing on the unique capabilities of DataKitchen’s Open Source Data Observability software. This feature simplifies the monitoring process and enhances the effectiveness of data quality assurance measures.

Data Quality 135

Data Quality Testing Software Dashboards 135

IBM Big Data Hub

MAY 7, 2024

These are the key metrics that can be measured: Cluster availability: Monitoring Kubernetes cluster availability metrics helps ensure that the clusters are up and running and are healthy. Metrics such as cluster uptime and pod status provide insights into the overall health of the cluster.

Metrics 79

Metrics Measurement Optimization Data Processing 79

DataKitchen

MARCH 16, 2023

How to measure your data analytics team? Under Velocity, the Mean Time to Deliver Data metric measures the time it takes to deliver data. The Data Change Request Ratio metric measures the rate of business demand for data. The Mean Time to Recovery metric measures how quickly defects can be resolved. Introduction.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

datapine

MAY 5, 2023

YoY growth is an effective means of measuring your ongoing progress and making sure your business is moving in the right direction. Year over year growth is a KPI that allows you to measure and benchmark your progress against a comparison period of 12 months before. That’s where year over year (YoY) growth enters the mix.

Data-driven 130

Data-driven Measurement Metrics Dashboards 130

datapine

APRIL 12, 2023

Incremental Sales Calculation As mentioned, incremental sales are used by businesses as a key performance indicator to measure the financial success of their promotional efforts. 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

The Data Visualisation Catalogue

APRIL 26, 2024

This region provides a robust measure of the spread of the central 50% of the curves. Genton (2021) [link] Related posts: Further Exploration #5 Multidimensional Boxplot Variations The post Chart Snapshot: Functional Box Plots appeared first on The Data Visualisation Catalogue Blog. IQR rule for traditional Box Plots.

Snapshot 98

Snapshot Statistics Visualization Measurement 98

Occam's Razor

SEPTEMBER 29, 2009

One of the ultimate excuses for not measuring impact of Marketing campaigns is: "Oh, that's just a branding campaign." It is criminal not to measure your direct response campaigns online. I also believe that a massively under appreciated opportunity exists to truly measure impact of branding campaigns online.

Measurement 128

Measurement Metrics Analytics Marketing 128

datapine

FEBRUARY 3, 2022

Essentially, Key Performance Indicators or KPIs measure performance or progress based on specific business goals and objectives. Companies usually visualize these measurements together with the help of interactive KPI reports. While they are both quantitative measurements, they are used for different purposes. What Are KPIs?

Metrics 189

Metrics KPI Key Performance Indicator Sales 189

Analytics Vidhya

FEBRUARY 11, 2023

Introduction The post-pandemic era has reinstated the importance of having more than one source of income as the cost of living has skyrocketed beyond measures. Having side hustles in 2023 is great if you believe your knowledge and talents may help you earn more. As a profession, data science is booming.

Data Science 270

Data Science Measurement Analytics 270

CIO Business Intelligence

MARCH 3, 2024

One component of corporate IT that has long been ‘in range’ for cyber criminals that is often overlooked when protection measures are being put in place are multifunction printers – widely used in almost every organisation. Fortunately, there are tools available to deal with the specific security challenges presented by printers.

IT 102

IT Measurement Risk Testing 102

IBM Big Data Hub

APRIL 15, 2024

To understand human behavior and how to change it, there are a few factors we must assess and measure, supported by the COM-B Behavior Change Wheel. It’s crucial to establish a comprehensive set of metrics capable of measuring risk reduction and overall program success. First, we need to know employees’ capabilities.

Metrics 95

Metrics Measurement Risk Data Processing 95

IBM Big Data Hub

DECEMBER 14, 2023

In this blog, we will explore the concept of cyber resiliency from an IBM® perspective and how our approach can help organizations protect themselves in an ever-changing cybersecurity landscape. Cyber resiliency goes beyond mere cybersecurity measures. IBM recognizes the need for a swift and effective response to minimize damage.

Risk 85

Risk Measurement Business Objectives Optimization 85

Occam's Razor

MARCH 26, 2008

mindset all stress the importance of measuring Outcomes. Hence my recommendation: Focus on measuring your macro (overall) conversions, but for optimal awesomeness identify and measure your micro conversions as well. But what do you do in terms of measuring complete success of your website? No Outcomes = No Happiness.

Measurement 121

Measurement Analytics Metrics Optimization 121

Cloudera

FEBRUARY 1, 2024

In this blog, we’ll cover the highlights of our recently published Day 2 Operations Guide and why it matters to enterprises. This is the stage where scalability becomes a reality, adapting to growing data and user demands while continuously fortifying security measures. How does Cloudera support Day 2 operations?

Optimization 81

Optimization Measurement Testing Publishing 81

IBM Big Data Hub

MARCH 14, 2024

Client metrics to monitor Producer metrics Metric Description Record-error-rate This metric measures the average per-second number of records sent that resulted in errors. Measuring the request-latency-avg metric can help to identify bottlenecks within your instance. An increase in latency impacts performance and might signal an issue.

Metrics 92

Metrics Measurement Optimization Management 92

The Data Visualisation Catalogue

APRIL 8, 2024

One of the notable features of a Beanplot is its ability to highlight anomalies in the data, such as bimodal distributions or duplicate measurements. The name “Beanplot” is derived from its appearance, where the density trace resembles the shape of a bean pod, and the internal plot resembles the seeds within the pod.

Snapshot 86

Snapshot Visualization Statistics Measurement 86

IBM Big Data Hub

MARCH 7, 2024

To truly measure their impact, it’s essential to gather customer-centric metrics such as net promoter score, customer satisfaction score and customer lifetime value. You can only manage what you measure. However, implementing these strategies is just the beginning.

Metrics 102

Metrics Measurement Strategy Software 102

Cloudera

APRIL 2, 2024

We understand the importance of protecting sensitive government data from unauthorized access, and we have implemented robust security measures to safeguard this information. The post FedRAMP In Process Designation, A Milestone in Cybersecurity Commitment appeared first on Cloudera Blog.

Metadata 96

Metadata Measurement Management Enterprise 96

IBM Big Data Hub

MAY 8, 2024

Simulation and measurement: Generate embedded business cases for value realization, including cost, time, resource and bottleneck impact. Establish as-is processes. Comparison and enrichment: Compare to industry best practices. Adjust for unique processes. Adopt standards and define critical unique processes.

Measurement 91

Measurement Technology Visualization Optimization 91

datapine

JUNE 22, 2022

In order to really ensure you are growing and making the most out of your data-driven efforts, it is necessary to implement measurable goals that will allow you to efficiently assess your strategic efforts. KPIs are a type of measurement that helps organizations evaluate their success in different activities and areas.

KPI 152

KPI Key Performance Indicator Measurement Cost-Benefit 152

DataKitchen

MAY 14, 2024

We will discuss measuring testing efforts effectively and how robust testing practices can lead to fewer errors, increased data trust, and enhanced productivity. Reserve Your Spot! Don’t miss this opportunity to transform your data practices.

Data Quality 130

Data Quality Testing Metrics Measurement 130

datapine

OCTOBER 7, 2020

What gets measured gets done.” – Peter Drucker. By setting operational performance measures, you will know what is happening at every stage of your business. Since every business is different, it is essential to establish specific metrics and KPIs to measure, follow, calculate, and evaluate. Who will measure it?

KPI 269

KPI Metrics Sales Visualization 269

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. How Do You Measure Data Quality? Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

IBM Big Data Hub

FEBRUARY 8, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important in investment decision-making over the years. In response, asset managers began to develop ESG strategies and metrics to measure the environmental and social impact of their investments.

Measurement 86

Measurement Metrics Reporting Strategy 86

BA Learnings

DECEMBER 28, 2020

In this blog post, we will explain exactly what critical success factors are, and take you through some of the different types. Critical success factors can be a help in this regard, allowing you to measure and track your progress in achieving overarching business objectives.

Key Performance Indicator 130

Key Performance Indicator KPI Business Objectives Sales 130

IBM Big Data Hub

SEPTEMBER 8, 2023

I often recommend companies start with customer service, because there are some already tested ways to integrate AI and drive measurable results: Tools for Agents: As your service representatives engage with customers, generative AI is essential to provide personalized services quickly.

Measurement 126

Measurement Testing Reporting IT 126

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

Alation

NOVEMBER 8, 2022

In a previous blog post I wrote about the concept of data accessibility: how an ever-growing number of successful organizations are increasingly using data to help make more intelligent business decisions. This blog focuses on how that access is achieved. Subscribe to Alation's Blog. Bottom-line BI benchmarks.

Measurement 52

Measurement Reporting Data-driven Metrics 52