Smart Data Collective

FEBRUARY 1, 2023

Increasingly, soccer teams look at stats such as expected goals (Xg) as a key metric to understand underlying performance levels other than the actual scoreline. The cut-through of soccer stats is so clear that even pundits after the game are now discussing Xg as a tool to better describe the narrative of a soccer game.

Data Analytics 92

Data Analytics Analytics Key Performance Indicator Marketing 92

AWS Big Data

APRIL 4, 2023

In this post, we share how to create threshold alerts on tables or pivot tables to track important metrics. Below is an example where the data was aggregated based on the week and so Latest Week has been selected rather than the historical Week of Jan 4, 2015. The Create Alert button is also at the bottom of the pane.

Dashboards 80

Dashboards Visualization Key Performance Indicator Metrics 80

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 96

Reporting Cost-Benefit Internet of Things Data-driven 96

Smarten

MAY 18, 2022

When a business sets goals and establishes metrics to determine the value of an analytical solution and a business user analytics initiative within the enterprise, the management team often fails to focus on the more subtle, but powerful, concept of efficacy. Which sales representative sold the most pancake mix during April 2015 to May 2019?

Data-driven 67

Data-driven Sales Metrics Testing 67

Occam's Razor

MARCH 25, 2014

In a world of infinite choice, the ability to pick critical few metrics to focus on is, well…, critical. In this post I want to share that one-page list of the best metrics for digital content, marketing and business success with you. Best Digital Metrics: Own Existences/Strategies. It would not surprise me.

Metrics 155

Metrics Marketing Strategy Key Performance Indicator 155

Jen Stirrup

JUNE 20, 2020

My analysis is based on the Financial statements put forward by PASS using some basic metrics; until you do that piece, you can’t move forward to compare and contrast it with other data since you have not done your ‘descriptive statistical analysis’ first to ensure that the comparison is valid. million). Let me draw that out for you.

Metrics 104

Metrics Business Analytics Data-driven Statistics 104

AWS Big Data

JULY 28, 2023

This query is fairly complex: it involves multiple joins and requires special knowledge of the correct way to calculate profit metrics that other end-users may not possess. .*)', 1) AS int))) Running this query on the Athena console produces the following result. Pathik Shah is a Sr. Big Data Architect on Amazon Athena.

Big Data 78

Big Data Data Architecture Data Lake Interactive 78

Occam's Razor

SEPTEMBER 4, 2012

Two companies, Skullcandy and TripIt, delivering on four amazing outcomes that inspire us to set the bar significantly higher for our mobile efforts in 2015 (or sooner!). That is what all marketing in 2015 will look like. Behavior/intent targeting (this one is so cool!). Reality Check / Don't Stink Today, If Possible.

Marketing 144

Marketing Data mining Measurement Strategy 144

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. Reduced risk—Machine learning models need review and scrutiny.

Data Science 56

Data Science Machine Learning Cost-Benefit Deep Learning 56

DataRobot Blog

DECEMBER 7, 2019

wRC per Plate Appearance over the last 5 Years (prior_5_wRC_per_PA): This rate metric of productivity per at-bat over the last five years served as the most important direct indicator of position player productivity in predicting AAV. This season, that was worth a one year, $17.8M guaranteed contract.

Machine Learning 52

Machine Learning Forecasting Metrics Modeling 52

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

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. Recently, we presented some basic insights from our effort to measure and predict long-term effects at KDD 2015 [1]. 2] Ron Kohavi, Randal M.

Modeling 61

Modeling Experimentation Knowledge Discovery Testing 61

Occam's Razor

SEPTEMBER 15, 2014

They will need two different implementations, it is quite likely that you will end up with two sets of metrics (more people focused for mobile apps, more visit focused for sites). Mobile content consumption, behavior along key metrics (time, bounces etc.) If you have ecommerce you will see key metrics related to money making.

Metrics 141

Metrics Reporting Analytics Marketing 141

Cloudera

AUGUST 6, 2018

For example, Crisis Text Line , which provides online support to people in crisis, received a total of 8 m illion text messages in the first two years of its existence between 2013 and 2015. This is important because unlike diabetes or high blood pressure we don’t yet have clear metrics for Parkinson’s.

Machine Learning 50

Machine Learning Internet of Things Cost-Benefit Data-driven 50

datapine

MARCH 31, 2022

The Bureau of Labor Statistics also states that in 2015, the annual median salary for BI analysts was $81,320. According to the US Bureau of Labor Statistics, demand for qualified business intelligence analysts and managers is expected to soar to 14% by 2026, with the overall need for data professionals to climb to 28% by the same year.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

Occam's Razor

JANUARY 9, 2012

If you are doing lame stuff, why try harder in an analytics context by asking for Economic Value or Visitor Loyalty or Conversation Rate or a thousand other super powerful and insightful metrics ? Fill it with the best web metrics to measure success. The 2015 Digital Marketing Rule Book. Got your own? Change or Perish.

Marketing 140

Marketing B2B Measurement Risk 140

Occam's Razor

JANUARY 31, 2017

There is only one simple message above, and just two metrics that matter. The latter is especially important because it directly ties to what content the ads/marketing should contain, what the tone and texture should be of the landing page/app experience, and what we'll use to measure success (S, T, D, C metrics).

Visualization 148

Visualization IT Strategy Key Performance Indicator 148

IBM Big Data Hub

FEBRUARY 2, 2024

What countries are doing : Many countries are making changes in line with the goals of the Paris Agreement, a landmark international treaty negotiated at the 2015 United Nations Climate Change Conference (COP21) to limit the impact of greenhouse gas emissions.

Optimization 92

Optimization Cost-Benefit Strategy Technology 92

IBM Big Data Hub

NOVEMBER 13, 2023

In 2015, Google donated Kubernetes as a seed technology to the Cloud Native Computing Foundation (CNCF) (link resides outside ibm.com), the open-source, vendor-neutral hub of cloud-native computing. This mitigates potential issues like traffic surges, hardware problems or network disruptions.

Machine Learning 113

Machine Learning Data-driven Software Testing 113

IBM Big Data Hub

FEBRUARY 22, 2024

IBM is a leader in AI ethics, appointing an AI ethics global leader in 2015 and creating an AI ethics board in 2018. We follow long-held principles of trust and transparency that make clear the role of AI is to augment, not replace, human expertise and judgment. But it is well worth the effort.

Metadata 99

Metadata Measurement Risk Modeling 99

IBM Big Data Hub

NOVEMBER 9, 2023

Since 2015, IBM has provided the IBM Event Streams service, which is a fully-managed Apache Kafka service running on IBM Cloud® Since then, the service has helped many customers, as well as teams within IBM, resolve scalability and performance problems with the Kafka applications they have written.

Metrics 67

Metrics IT Measurement Visualization 67

The Unofficial Google Data Science Blog

JUNE 30, 2016

See Hainmueller (2012), and the work of Zhao & Percival (2015) for more details on how this optimization problem is solved, and for further discussion. 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.

Statistics 44

Statistics Optimization Modeling Experimentation 44

Alation

FEBRUARY 20, 2020

Following the trail of usage… Some catalogs may try to be a source-of-truth for the right table to consult for a given purpose, the right categorization of a given value, or the right way to calculate a given metric. If I see a metric in a report, I want to be able to look it up, even if it shouldn’t have been used in the first place.

Metrics 52

Metrics Consulting Machine Learning Statistics 52

Occam's Razor

DECEMBER 3, 2012

Use those metrics to optimize your social existence. Bonus: Facebook Advertising / Marketing: Best Metrics, ROI, Business Value. Do you have a 2009, 2012, 2015 mobile strategy? In a recent engagement I defined three stages of a successful mobile strategy: 2009, 2012 and 2015. You are ready for 2015! Good question.

Marketing 147

Marketing Advertising Strategy Optimization 147

AWS Big Data

JULY 26, 2023

The vector engine supports the popular distance metrics such as Euclidean, cosine similarity, and dot product, and can accommodate 16,000 dimensions, making it well-suited to support a wide range of foundational and other AI/ML models. To create the vector index, you must define the vector field name, dimensions, and the distance metric.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Sisense

FEBRUARY 24, 2021

But that number rose sharply afterwards, with the team noting there were over 1,000 people in this role by 2015. The right analytics tool will empower the chief data officer to play defense by improving metrics that affect the bottom line and go on offense by generating revenue by monetizing analytics.

Data Warehouse 69

Data Warehouse Big Data Metrics Visualization 69

Occam's Razor

JULY 22, 2013

My solution to these problems was to create a simple framework we can use to put our customers first, evaluate our marketing programs, and right-align our view of success (metrics). What about grabbing the incredible mobile opportunity by the throat and truly delivering for utility marketing and executing for mobile 2015 ?

Measurement 163

Measurement Marketing Key Performance Indicator Metrics 163

CIO Business Intelligence

AUGUST 12, 2022

in 2013, Alfa Aesar in 2015, Affymetrix and FEI Co. To complete project Northstar, Stevens’ team developed a customer insights platform from the ground up, using a JavaScript framework and Power BI to provide a 360-degree view of objective and real-time customer experience metrics. in 2016, and BD Advanced Bioprocessing in 2018.

IT 103

IT Data Lake Sales Interactive 103

Jet Global

SEPTEMBER 8, 2020

In July of 2015, over nine years after its initial launch, New Horizons completed its successful fly-by exploration of Pluto. xP&A enables business leaders to consolidate forecasts and performance metrics from across the entire organization. Instead, they planned for periodic adjustments to correct the spacecraft’s course.

Finance 64

Finance Forecasting Sales Enterprise 64

Insight

JUNE 10, 2019

Photo by Wayne Chan on Unsplash The race to the future I don’t know about you, but I distinctly remember a promise from 1989 that flying cars would be commonplace by 2015. It can be quantitatively defined as: We can then combine these useful metrics with a confusion matrix to provide a powerful summary of the performance of the model.

Breakeven 69

Breakeven Modeling Testing Marketing 69

AWS Big Data

FEBRUARY 1, 2023

AWS Glue Data Catalog The Data Catalog helped us maintain the catalog as an index to the data’s location, schema, and runtime metrics in Amazon S3. He has been with Amazon since 2015,solving real-world challenges through technology that directly impact and improve the life of Amazon customers. In his spare time, he enjoys hiking.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

Domino Data Lab

JULY 1, 2021

from keras import optimizers from keras.models import Model from keras.models import Input from keras_contrib.layers import CRF from keras_contrib import losses from keras_contrib import metrics. The optimiser is set to Adam (Kingma and Ba, 2015) with a learning rate of 0.001. import pickle import operator. nunique())). verbose=2).

Modeling 111

Modeling Statistics Testing Metrics 111

Jet Global

JANUARY 20, 2021

In July of 2015, over nine years after its initial launch, New Horizons completed its successful fly-by exploration of Pluto. xP&A enables business leaders to consolidate forecasts and performance metrics from across the entire organization. Instead, they planned for periodic adjustments to correct the spacecraft’s course.

Finance 52

Finance Metrics Key Performance Indicator Reporting 52

CIO Business Intelligence

MAY 17, 2022

Around 2015, Capital One went to AWS re:Invent and set forth our aspirational goal to modernize our entire technology infrastructure. Specifically for our customer data platform, there are two metrics that we’ve actively tracked: recovery point and recovery time objectives.

ROI 52

ROI Risk Marketing Modeling 52

Rita Sallam

NOVEMBER 11, 2016

Users will also be able to define and monitor metrics and alerts to changes based on defined or dynamic thresholds. As more evidence that the platform is maturing, Tableau will add discussion threads with point-in-time visualization snap shots to give collaborators context in the discussion.

Visualization 49

Visualization Metrics Machine Learning Enterprise 49

Sisense

MARCH 18, 2019

My involvement with Sisense started in mid-2015. Since our target audience covers an entire spectrum of users from the C-Level down to the operational level, our prebuilt dashboards are designed to show high-level metrics when users land on the page and include paths to drill into detail-level data. I got in right at the buying cycle.

Analytics 71

Analytics Dashboards Metrics Visualization 71

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. They are non-overlapping geo-targetable regions.

Advertising 42

Advertising Testing Sales Statistics 42