DataKitchen

MARCH 16, 2023

How to measure your data analytics team? So it’s Monday, and you lead a data analytics team of perhaps 30 people. Like most leaders of data analytic teams, you have been doing very little to quantify your team’s success. Under Velocity, the Mean Time to Deliver Data metric measures the time it takes to deliver data.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

Data Science 101

JANUARY 15, 2020

Bias ( syatematic unfairness in data collection ) can be a potential problem in experiments and we need to take it into account while designing experiments. Reliability: It means measurements should have repeatable results. For eg: you measure the blood pressure of a person. Unbiasedness: This has been discussed before.

Experimentation 96

Experimentation Statistics Measurement Testing 96

Smart Data Collective

MARCH 23, 2022

It continuously monitors content published on social media platforms, on the web, on a specific product, and more. The Sentiment Analysis helps marketing strategies focus on the company’s and product’s reputation by measuring the target audience’s sentiment.

Data mining 133

Data mining Marketing Data Collection Insurance 133

Smart Data Collective

MAY 4, 2023

UMass Global has a very insightful article on the growing relevance of big data in business. Big data has been discussed by business leaders since the 1990s. The term was first published in 1999 and gained a solid definition in the early 2000s. They are especially great for web data mining.

Data mining 109

Data mining Big Data Data-driven Measurement 109

CIO Business Intelligence

OCTOBER 4, 2022

As Warren Jenson, LiveRamp President, said, failing to do this first can be counter-intuitive to the company’s data goals. In collaboration with the CMO, the CIO can bring their company’s own data in connection to a media partner for better targeting and measurement. 4) Use data to build new revenue streams.

Cost-Benefit 105

Cost-Benefit Strategy Digital Transformation ROI 105

Smart Data Collective

SEPTEMBER 6, 2020

Early adopters published websites with company information and the forward thinkers had portals for customers to check on orders and interact with their sales rep. Gathering data on users and processing payments requires attention to security and compliance. Why the Solution You Use Matters.

B2B 135

B2B Data Analytics Analytics Cost-Benefit 135

FineReport

FEBRUARY 5, 2020

Users can centrally manage metadata, including searching, extracting, processing, storing, sharing metadata, and publishing metadata externally. The metadata here is focused on the dimensions, indicators, hierarchies, measures and other data required for business analysis. Publish and share analysis content. of BI pages.

Metadata 98

Metadata Dashboards Informatics Visualization 98

Smart Data Collective

JULY 9, 2023

Collecting Relevant Data for Conversion Rate Optimization Here is some vital data that e-commerce businesses need to collect to improve their conversion rates. Identifying Key Metrics for Conversion Rate Optimization Data collection and analysis are both essential processes for optimizing your conversion rate.

Optimization 97

Optimization Data Analytics Analytics Data-driven 97

FineReport

APRIL 9, 2021

However, companies operation generates numerous and complicated data every day, beyond traditional manual reporting capacity. The listed companies always publish their annual reports. Profit analysis: measure the company’s operating profit and profit distribution. Data Collection and Report Drawing.

Reporting 98

Reporting Finance Dashboards Enterprise 98

Data Science and Beyond

APRIL 5, 2021

Well, no one has compiled a meta-post of my public work from 2020 (that I know of), so it’s finally time to publish it myself. The initial covid-19 lockdown provided me with extra free time to make the measurement and offsetting of Automattic’s emissions from data centre power use happen. Remote work.

Experimentation 61

Experimentation Testing Publishing Data Collection 61

IBM Big Data Hub

MARCH 26, 2024

While ESG seeks to provide standard methods and approaches to measuring across environmental, social and governance KPIs, and holds organizations accountable for that performance, sustainability is far broader. How is sustainability managed—as an annual measuring exercise or an ongoing effort that supports business transformation?

Measurement 60

Measurement Metrics Strategy Reporting 60

Sisense

OCTOBER 15, 2020

Every data professional knows that ensuring data quality is vital to producing usable query results. Streaming data can be extra challenging in this regard, as it tends to be “dirty,” with new fields that are added without warning and frequent mistakes in the data collection process.

Dashboards 98

Dashboards IoT Optimization Internet of Things 98

Sisense

SEPTEMBER 3, 2020

Besides strong technical skills (for instance, use of Hadoop, programming in R and Python , math, statistics), data scientists should also be able to tackle open-ended questions and undirected research in ways that bring measurable business benefits to their organization. See an example: Explore Dashboard.

Statistics 97

Statistics Metrics Visualization Finance 97

Domino Data Lab

MAY 20, 2021

Working with highly imbalanced data can be problematic in several aspects: Distorted performance metrics — In a highly imbalanced dataset, say a binary dataset with a class ratio of 98:2, an algorithm that always predicts the majority class and completely ignores the minority class will still be 98% correct. Morgan Kaufmann Publishers Inc.

Machine Learning 136

Machine Learning Metrics Data mining Data Science 136

Cloudera

FEBRUARY 16, 2022

blueberry spacing) is a measure of the model’s interpretability. We can think of model lineage as the specific combination of data and transformations on that data that create a model. This maps to the data collection, data engineering, model tuning and model training stages of the data science lifecycle.

Machine Learning 85

Machine Learning Modeling Metadata Recreation/Entertainment 85

Andrew White

JANUARY 9, 2022

I try to relate as much published research as I can in the time available to draft a response. – In the webinar and Leadership Vision deck for Data and Analytics we called out AI engineering as a big trend. – In the webinar and Leadership Vision deck for Data and Analytics we called out AI engineering as a big trend.

Analytics 64

Analytics Measurement Data-driven Modeling 64

Alation

JANUARY 26, 2023

Below are some examples of common data governance goals: All data collection, storage, and usage must meet the terms of legislation. Avoid fines that could result from issues such as data leakage or lack of data minimization practices. This is “table stakes” for any data governance program!).

Data Governance 52

Data Governance Strategy Data Quality Data Collection 52

Occam's Razor

OCTOBER 12, 2017

The first two are from editions of my newsletter, The Marketing – Analytics Intersect (it goes out weekly, and is now my primary publishing channel, sign up!). Ask them what they worry about, ask them what they are solving for, ask them how they measure success, ask them what are two things on the horizon that they are excited about.

Marketing 138

Marketing Analytics Machine Learning Strategy 138

Alation

FEBRUARY 13, 2020

More often than not, today, the key to unlocking that accomplishment sits within a tsunami of data: data collected from consumers, applications, and sensors. Every year for the last three years, NewVenture Partners has published an executive survey on AI and big data. Their latest findings? “ – John F.

Machine Learning 52

Machine Learning Data-driven Big Data Technology 52

Depict Data Studio

APRIL 16, 2019

I worked on a longitudinal study about adolescent development (scheduling participants to come in for data collection interviews, entering data, transcribing interviews, and playing on SAS). The goal was clear: Do amazing research and try to get some of those papers published in peer-reviewed journals.

Visualization 56

Visualization Reporting Statistics Dashboards 56

Occam's Razor

JUNE 6, 2007

I am thrilled to say that my book Web Analytics: An Hour A Day has been published and is now widely available. If you have no experience with Web Analytics then you'll learn what it is and the nitty gritty of data collection and core metrics such as Visits and Time on Site and Bounce Rate and Top Destinations etc.

Analytics 60

Analytics Metrics Marketing Dashboards 60

IBM Big Data Hub

AUGUST 7, 2023

2,3 When clinical trials are prematurely discontinued due to trial site underperformance, the research questions remain unanswered and research findings end up not published. A mitigation plan facilitates trial continuity by providing contingency measures and alternative strategies. This is in line with existing sector benchmarks.

Optimization 55

Optimization Forecasting Data-driven Statistics 55

IBM Big Data Hub

AUGUST 11, 2023

The term was originally coined in 2015 in a published research paper called, “Hidden Technical Debts in the Machine Learning System,” which highlighted common problems that arose when using machine learning for business applications. If the decision process didn’t get it right, the team will then assess how bad the miss was.

Data Science 53

Data Science Machine Learning Cost-Benefit Deep Learning 53

O'Reilly on Data

OCTOBER 18, 2022

We also tend to use standards from US nondiscrimination law and the NIST SP1270 guidance to fill in any gaps around bias measurement or specific LLM concerns. Quantitative measures of bias are often important for audits and risk management. More are published all the time. Generally, this is not a defensible position.

Risk Management 362

Risk Management Risk Testing Measurement 362

The Unofficial Google Data Science Blog

JULY 18, 2023

E ven after we account for disagreement, human ratings may not measure exactly what we want to measure. Overview Human-labeled data is ubiquitous in business and science, and platforms for obtaining data from people have become increasingly common. And for thousands of years, measurement was as simple as this.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

Domino Data Lab

MAY 8, 2019

The lens of reductionism and an overemphasis on engineering becomes an Achilles heel for data science work. Instead, consider a “full stack” tracing from the point of data collection all the way out through inference. measure the subjects’ ability to trust the models’ results. training data”) show the tangible outcomes.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Occam's Razor

DECEMBER 12, 2016

You got me, I am ignoring all the data layer and custom stuff! But, at the end of the day presence of a Tag Manager communicates to me that the company is serious about data collection and data quality. Digital Marketing & Measurement Model. All that is great. That's it. Problematic, right? Management.

Analytics 142

Analytics Data-driven Strategy Consulting 142

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

Implicitly, there was a prior belief about some interesting causal mechanism or an underlying hypothesis motivating the collection of the data. As computing and storage have made data collection cheaper and easier, we now gather data without this underlying motivation. What is to be done?

Experimentation 62

Experimentation Testing Statistics Metrics 62

Occam's Razor

OCTOBER 15, 2012

Please visit the about page to learn more about the data collection methodology, sample sizes, and the Enumeration study to ensure results are representative, and to download the detailed questionnaires used for each study. Think of it as attribution modeling. :). Most of the outcomes may still be offline.

Advertising 137

Advertising Marketing Strategy Insurance 137

Domino Data Lab

FEBRUARY 4, 2019

In other words, your talk didn’t quite stand out enough to put onstage, but you still get “publish or perish” credits for presenting. The ability to measure results (risk-reducing evidence). These two points provide a different kind of risk management mechanism which is effective for science, specifically data science.

Data Science 66

Data Science Experimentation Machine Learning Data-driven 66

erwin

APRIL 21, 2020

By combining physical system catalogs, critical data elements, and key performance measures with clearly defined product and sales goals, you can manage the effectiveness of your business and ensure you understand what critical systems are for business continuity and measuring corporate performance.

Measurement 97

Measurement Sales Data Governance Metadata 97

erwin

APRIL 21, 2020

So one of the biggest lessons we’re learning from COVID-19 is the need for data collection, management and governance. What’s the best way to organize data and ensure it is supported by business policies and well-defined, governed systems, data elements and performance measures?

Measurement 96

Measurement Sales Data Governance Metadata 96

Occam's Razor

MAY 27, 2015

The content of the letter could be customized to Stephanie's data/behavior. In large measure that is because of the rise of programmatic buying. As all of my proceeds from the books go to charity, this passion for data has allowed me to donate $350,000 to charity since the first book was published. Fewer guesses.

Marketing Analytics 155

Marketing Analytics Marketing Analytics Advertising 155

Rita Sallam

AUGUST 28, 2022

For the vendors that participate in the Bake-Off, it is in equal measure fun and extremely stressful. Solar power is being used successfully in many African nations, but data collection is poor and so hides the important social benefits of this energy source. And these did not disappoint! LTI Lumin by Fosfor.

Analytics 52

Analytics Data Analytics Cost-Benefit Data-driven 52

Jet Global

FEBRUARY 10, 2025

Analytics are the gateway to understanding, enabling users to interact with and interpret the insights generated through data collection, preparation, and analysis. Here are three ways to measure ROI for embedded analytics. Δ The post 3 Methods to Measure ROI for Embedded Analytics appeared first on insightsoftware.

ROI 52

ROI Measurement Analytics Cost-Benefit 52

Occam's Razor

APRIL 29, 2013

PS: The phrase "real-time data analysis" is an oxymoron. Real-time data is super valuable if zero human beings are involved from data collection to action being taken. You measure bounce rate and you can find those things, then figure out if the problem is at the source (ads) or destination (your site).

Marketing 166

Marketing Metrics Advertising Measurement 166

Jet Global

JUNE 30, 2021

A chief executive officer (CEO) key performance indicator (KPI) or metric is a relative performance measure that a CEO will use to make informed decisions. This CEO metric is used to measure how much money a company generates from its ongoing operations. It measures the profitability of a company with respect to stockholder’s equity.

Metrics 106

Metrics KPI Dashboards Advertising 106