AWS Big Data

FEBRUARY 1, 2024

The following are some of the key business use cases that highlight this need: Trade reporting – Since the global financial crisis of 2007–2008, regulators have increased their demands and scrutiny on regulatory reporting. The calculation methodology and query performance metrics are similar to those of the preceding chart.

Data Warehouse 120

Data Warehouse Dashboards Risk Management Risk 120

CIO Business Intelligence

MAY 15, 2023

The technology made its debut at the Australian Open in 2003 and Wimbledon in 2007, and it provides the foundation for electronic line calling for the sport. One of the key things that we were looking at was what were the most important metrics and how can they be communicated effectively,” Capel-Davies says.

Visualization 105

Visualization Dashboards Digital Transformation Metrics 105

DataRobot

JUNE 10, 2021

It was introduced in 1980 but open-sourced in 2007, which created its widespread use. DataRobot also provides per-label metrics so that metrics per class can be compared. Below are the per-label metrics provided by DataRobot for model evaluation purposes. Each molecule has a combination of multiple smells.

Metrics 52

Metrics Machine Learning Visualization Experimentation 52

Octopai

JULY 9, 2020

One example is the lineage methods that the banking industry has adopted to comply with regulations put in place following the 2007 financial collapse. A key piece of legislation that emerged from that crisis was BCBS-239. It required banks to develop a data architecture that could support risk-management tools.

Insurance 86

Insurance Risk Management Machine Learning Metadata 86

Sisense

MAY 12, 2019

DevOps first came about in 2007-2008 to fix problems in the software industry and bring with it continuous improvement and greater efficiencies. Most of the metrics you will want to measure will fall into these three categories: 1. Set up a customer service dashboard to track the most crucial customer service metrics for your business.

Analytics 79

Analytics Dashboards KPI Measurement 79

Ontotext

MAY 19, 2021

The resulting analytical platform can use these faculty impact metrics to inform research priorities and policy focus by understanding the institute’s impact on the wider academic community and identify what institutions are most likely to fund which research topics.

Publishing 72

Publishing Measurement Data-driven Metrics 72

Occam's Razor

AUGUST 22, 2011

" ~ Web Metrics: "What is a KPI? " + Standard Metrics Revisited Series. "Engagement" Is Not A Metric, It's An Excuse. Defining a "Master Metric", + a Framework to Gain a Competitive Advantage in Web Analytics. The Awesome Power of Visualization 2 -> Death and Taxes 2007.

KPI 124

KPI Metrics Measurement ROI 124

The Unofficial Google Data Science Blog

JUNE 30, 2016

2007): Propose a finite collection $mathcal L={hat e_k:k=1,ldots,K}$ of estimation algorithms. We use performance metrics such as bias and mean squared error for the estimation of $delta$, our causal estimand of interest, defined as the average effect of treatment on the treated. Here $c(x)$ is any function of $x$.

Statistics 44

Statistics Optimization Modeling Experimentation 44

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Occam's Razor

SEPTEMBER 30, 2008

I have tried to find some metric that mixes Y/Y and M/M, but to no avail. Here's me comparing performance of this blog over two years for the Visitors metric: Overall happiness reigns, I think. Let's say I did lots of things to drive SEO from Nov 2007 to May 2008. Do you have any thoughts on this matter?

KPI 68

KPI Key Performance Indicator Metrics Consulting 68

The Unofficial Google Data Science Blog

OCTOBER 7, 2015

Nevertheless, A/B testing has challenges and blind spots, such as: the difficulty of identifying suitable metrics that give "works well" a measurable meaning. Henne, Dan Sommerfield, Overall Evaluation Criterion , Proceedings 13th Conference on Knowledge Discovery and Data Mining, 2007. 2] Ron Kohavi, Randal M.

Modeling 61

Modeling Experimentation Knowledge Discovery Testing 61

Octopai

APRIL 8, 2020

The worldwide economy was shaken in 2007 when the United States stock market had its largest drop since the Great Depression. In 2007 many high-risk sectors of the financial industry such as hedge funds, depended on complex data. In reality, banks have hundreds of metrics to regulate, most coming from distinct systems.

Finance 52

Finance Cost-Benefit Metadata Data Architecture 52

Occam's Razor

JANUARY 8, 2008

I was merrily using Time on Page and Time on Site metrics for quite some time before I actually realized how they were being measured. 111.111.111.111 - - [ 08/Oct/2007:11:17:55 -0400 ] "GET / index.html HTTP/1.1" It is important to note that the web metrics program will still say: Tp = 0 minutes. It was a real Doh (!)

Metrics 121

Metrics Measurement Analytics Reporting 121

Smart Data Collective

OCTOBER 12, 2022

Once you have selected your desired area, you can access a whole range of information and metrics, including data on age, sex, and ethnicity demographics, as well as information on the area’s household types, employment rates, and average income. But, how can you be sure? Zilculator.

Marketing 121

Marketing Data Analytics Analytics Big Data 121

CIO Business Intelligence

DECEMBER 18, 2023

Thanks to this injection of capital, which allowed it to improve its squad through new hires, Hoffenheim finally reached the Germany’s first division in the 2007-2008 season. It was the beginning of a close relationship between SAP and Hoffenheim, which continues today.

Sales 52

Sales Finance Optimization Software 52

IBM Big Data Hub

JUNE 1, 2023

Mandates drive action, as seen in Australia when the National Greenhouse and Energy Reporting (NGER) Act was introduced in 2007, which now includes hundreds of registrants reporting on their energy production, consumption and GHG emissions.

Risk 58

Risk Reporting Measurement Finance 58

The Unofficial Google Data Science Blog

JULY 18, 2023

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. We will follow the example of Janson and Olsson , and start from this generalized definition of the metric, which they call iota.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

The Unofficial Google Data Science Blog

APRIL 19, 2021

Calibration and other considerations Calibration is a desirable property, but it is not the only important metric. Other important losses we consider are accuracy (the proportion of correct classifications) and discrimination based metrics like AUC. And users may start receiving a lot more spam! for each individual email.

Modeling 122

Modeling IT Metrics Testing 122

Edwin Chen

OCTOBER 23, 2011

The standard approach is to take some similarity metric (e.g., correlation or a Jaccard index) to define similarities between pairs of movies, take the K most similar movies under this metric (where K is perhaps chosen via cross-validation), and then use the same similarity metric when computing the weighted mean.

Metrics 101

Metrics Modeling Interactive IT 101

The Unofficial Google Data Science Blog

MAY 31, 2016

This means it is possible to specify exactly in which geos an ad campaign will be served – and to observe the ad spend and the response metric at the geo level. In other words, iROAS is the slope of a curve of the response metric plotted against the underlying advertising spend. Cambridge, 2007. by turning campaigns off).

Advertising 42

Advertising Testing Sales Statistics 42

Occam's Razor

FEBRUARY 7, 2011

But each keyword gets "credit" for other metrics. Parleo_ Q : what is most superficially tempting metric that is almost never worth worrying about? See #1 in this post from 2006: Competitive Intelligence Analysis: Metrics, Tips & Best Practices. We have not solved the problems outlined in the 2007 blog post.

Analytics 94

Analytics Measurement Metrics Predictive Analytics 94

Domino Data Lab

FEBRUARY 4, 2019

I don’t have a metric to estimate the time it takes to change company culture because that’s what we call a very small dataset. Frédéric Kaplan, Pierre-Yves Oudeyer (2007). It takes 2-3 years for a firm in the laggard segment to execute a turn-around for its data infrastructure alone. Large-Scale Study of Curiosity-Driven Learning”.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66