Domino Data Lab

JUNE 8, 2021

In this blog post we take a deep dive into the internals of Support Vector Machines. Support Vector Machines (SVMs) are supervised learning models with a wide range of applications in text classification (Joachims, 1998), image recognition (Decoste and Schölkopf, 2002), image segmentation (Barghout, 2015), anomaly detection (Schölkopf et al.,

Optimization 76

Optimization Machine Learning Measurement Data Science 76

BizAcuity

MARCH 25, 2019

For event industry, there is a need for their operating systems to store historical data and unless they store this data, the event management company will not be able to measure or understand the revenue analytics trends. billion in 2015 to $21.92 Without this information, revenue analytics are worthless.

Analytics 74

Analytics Dashboards Sales Marketing 74

DataRobot Blog

DECEMBER 7, 2019

This blog provides a unique take on using machine learning to predict free agent signings in the off-season. We then combined the results of our year-by-year forecasts to determine how much each player would contribute, as measured by WAR, during the life of the contract. Josh Donaldson – $117M ($23M per year, 5 years) .

Machine Learning 52

Machine Learning Forecasting Metrics Modeling 52

Smart Data Collective

AUGUST 21, 2019

A 2015 paper by the World Economic Forum showed that big data might just be a fad. My colleague Rehan recently wrote an article for the blog Big Data Made Simple about problems that can arise with excessive data scalability. However, the article raised some very valid points. Data scalability could compromise data quality.

Data Science 68

Data Science Big Data Data Strategy Risk 68

datapine

MARCH 31, 2022

The Bureau of Labor Statistics also states that in 2015, the annual median salary for BI analysts was $81,320. We have seen that restaurants can also benefit from analytics and there are many big data examples that also show how analytics can help measure employee satisfaction as well as improve it. And it’s completely free!

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

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

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. Measurement? It would not be my blog if there was not at least a word about measurement.

Marketing 144

Marketing Data mining Measurement Strategy 144

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. The post The Value of Data for Philanthropy appeared first on Cloudera Blog.

Machine Learning 50

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

Occam's Razor

JULY 22, 2013

Most of the frameworks we have also don't optimally capture the complexity of digital marketing and measurement. We (oh how I hate this) apply irrational and "narrow-view" measurement strategies toward understanding what is successful and what's not. The See – Think – Do Framework: Measurement Strategy.

Measurement 163

Measurement Marketing Key Performance Indicator Metrics 163

Rita Sallam

APRIL 2, 2023

We also gave the demo script and data set to all vendors in the Exhibit Hall to create demos for their booths and to submit for this blog. For the vendors that participate in the Bake-Off and Show Floor Showdowns, it is in equal measure fun and extremely stressful. Here is the link to Tellius’s Show Floor Showdown video.

Optimization 52

Optimization Machine Learning Insurance Risk 52

IBM Big Data Hub

FEBRUARY 8, 2024

The World Bank recently launched an initiative, in collaboration with NASA and the European Space Agency, to collect and organize satellite-based measurements of concentrations of greenhouse gases in the atmosphere. 2015: The Paris Agreement brought developing nations into the fold, with emissions targets for nearly 200 signatories.

Measurement 93

Measurement Reporting Modeling Technology 93

Occam's Razor

JANUARY 9, 2012

Most companies are astonishingly blasé about data and possibilities of measurement. " Sad, unimaginative measurements of their sad, unimaginative campaigns. You've probably seen these rules sneak into my blog posts. I've talked about the long tail on this blog, especially in context for Search.

Marketing 140

Marketing B2B Measurement Risk 140

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., This blog post discusses such a comprehensive approach that is used at Youtube. Figure 2: Spreading measurements out makes estimates of model (slope of line) more accurate.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Cloudera

OCTOBER 17, 2023

This blog is for anyone who was interested but unable to attend the conference, or anyone interested in a quick summary of what happened there. Flink was launched in 2015 as the world’s first open source streaming-first distributed stream processing engine and has since grown to rival Spark in terms of popularity.

Data-driven 79

Data-driven Enterprise IoT Data Warehouse 79

IBM Big Data Hub

FEBRUARY 2, 2024

They’re implementing measures to reduce energy usage and adopting renewable energy alternatives where possible to aid efforts against global warming. The post Examples of sustainability: How new efforts are shaping the environmental future appeared first on IBM Blog. 2 Sustainability , United Nations, January 2024.

Optimization 85

Optimization Cost-Benefit Strategy Technology 85

Rita Sallam

AUGUST 28, 2022

For the vendors that participate in the Bake-Off, it is in equal measure fun and extremely stressful. We also gave the demo script and data set to all vendors in the Exhibit Hall for inclusion in this post event blog. Their video is at the end of the blog. And these did not disappoint! Oracle chose to do so this year.

Analytics 52

Analytics Data Analytics Cost-Benefit Measurement 52

Andrew White

JANUARY 9, 2022

Can you remind where we can find the mentioned blog? First, how we measure emissions and carbon footprint is about data design and policy. In other words, D&A plays a key role in the foundational measuring angle. Can you provide a link to your blog, or will we get notice of your info posted through email?

Analytics 64

Analytics Measurement Modeling Data-driven 64

The Unofficial Google Data Science Blog

JUNE 30, 2016

A naïve comparison of the exposed and unexposed groups would produce an overly optimistic measurement of the effect of the ad, since the exposed group has a higher baseline likelihood of purchasing a pickup truck. arXiv preprint arXiv:1501.03571 (2015). This is often referred to as the positivity assumption. R package version 2.0-15.

Statistics 44

Statistics Optimization Modeling Experimentation 44

Occam's Razor

MARCH 25, 2014

I recently had an opportunity to recommend to a group of CEOs everything they should measure for everything they should do with digital. In earlier posts on this blog, I've simply defined the journey as Acquisition, Behavior and Outcomes. Now measure like crazy! And that's not because we stink. Ready to rock and roll?

Metrics 155

Metrics Marketing Strategy Key Performance Indicator 155

IBM Big Data Hub

FEBRUARY 22, 2024

But it’s equally important that they have a deep understanding of the risks and limitations of AI and how to implement the appropriate security measures and ethics guardrails. Note: These measures of responsibility must be interpretable by AI non-experts (without “mathsplaining”).

Metadata 92

Metadata Measurement Risk Modeling 92

The Unofficial Google Data Science Blog

JULY 22, 2020

For this reason we don’t report uncertainty measures or statistical significance in the results of the simulation. Ramp-up solution: measure epoch and condition on its effect If one wants to do full traffic ramp-up and use data from all epochs, they must use an adjusted estimator to get an unbiased estimate of the average reward in each arm.

Experimentation 95

Experimentation Statistics Testing Strategy 95

Occam's Razor

DECEMBER 3, 2012

It is your blog (hopefully on the company domain). Mommie Blogs/Facebook/Mobile Applications? If your company is already good at TV/Radio/Print, you have all the raw ingredients to create a powerful (and measureable!) Do you have a 2009, 2012, 2015 mobile strategy? You are ready for 2015! display strategy.

Marketing 147

Marketing Advertising Strategy Optimization 147

BizAcuity

SEPTEMBER 5, 2022

To quote Peter Druker, ‘What gets measured, gets managed.’ BizAcuity [ISO 9001:2015, 27001:2013 certified], is a data analytics consulting company. They do not have a single view of their data which affects them. Here is how game studios can ensure they have an efficient reporting system. The Data Strategy. The SaaS route.

Visualization 98

Visualization Analytics Data Warehouse Consulting 98

Occam's Razor

JANUARY 31, 2017

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). " Notice the subtle shift in posture as well.

Visualization 148

Visualization IT Strategy Key Performance Indicator 148

Domino Data Lab

JULY 1, 2021

In this blog post we present the Named Entity Recognition problem and show how a BiLSTM-CRF model can be fitted using a freely available annotated corpus and Keras. In this blog post we will focus on building a statistical NER model, using the freely available Annotated Corpus for Named Entity Recognition. 0.] [1. 0.] [1.

Modeling 111

Modeling Statistics Testing Metrics 111

The Unofficial Google Data Science Blog

MAY 31, 2016

It is important that we can measure the effect of these offline conversions as well. Panel studies make it possible to measure user behavior along with the exposure to ads and other online elements. Let's take a look at larger groups of individuals whose aggregate behavior we can measure. days or weeks).

Advertising 42

Advertising Testing Sales Statistics 42

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. They are not.

Metrics 63

Metrics IT Measurement Visualization 63

DataRobot Blog

APRIL 1, 2018

2] Gartner, Five Reasons to Begin Converging Application and Data Integration , Published: 12 March 2015 Refreshed: 05 February 2018, Analyst(s): Eric Thoo | Keith Guttridge. [3] 3] Gartner, Information as a Second Language: Enabling Data Literacy for Digital Society , Published: 09 February 2017, Analyst(s): Valerie A.

Analytics 40

Analytics IoT Internet of Things B2B 40

The Unofficial Google Data Science Blog

NOVEMBER 4, 2015

Posteriors are useful to understand the system, measure accuracy, and make better decisions. Methods like the Poisson bootstrap can help us measure the variability of $t$, but don’t give us posteriors either, particularly since good high-dimensional estimators aren’t unbiased.

KDD 40

KDD Testing Machine Learning Modeling 40

Peter James Thomas

OCTOBER 1, 2019

Sometimes the bars are clustered to allow multiple series to be charted side-by-side, for example yearly sales for 2015 to 2018 might appear against each product category. New Adventures in Wi-Fi – Track 1: Blogging. Or – as above – sales for Product A and Product B may both be shown by country. As Nice as Pie.

Sales 61

Sales Measurement Statistics Data Architecture 61

O'Reilly on Data

DECEMBER 9, 2019

Recall from my previous blog post that all financial models are at the mercy of the Trinity of Errors , namely: errors in model specifications, errors in model parameter estimates, and errors resulting from the failure of a model to adapt to structural changes in its environment. Indeed, we do present a key in this blog post.

Statistics 27

Statistics Uncertainty Risk Marketing 27

Insight

DECEMBER 30, 2019

Wikipedia In our last blog , we walked through a super fast introduction of “vanilla” flavored neural networks. LeNet-5: A classic CNN architecture Since LeNet-5, there have been many different CNN architectures developed over the years, such as AlexNet (2012), GoogLeNet (2014), VGGNet (2014), and ResNet (2015).

Visualization 72

Visualization Modeling Machine Learning IT 72

datapine

SEPTEMBER 4, 2023

For example, the average price of a Big Mac in the Euro area in July 2015 was $4.05 Back in 2015, when around 46.3 It measured the positions, motions, and distances of over 100.000 stars, and it had a major impact on much of the astronomy research that has been carried out to this date.

Interactive 264

Interactive Visualization Cost-Benefit Dashboards 264

Domino Data Lab

FEBRUARY 4, 2019

The ability to measure results (risk-reducing evidence). After about 2015, the firm followed the herd by introducing yet more sophisticated machine learning techniques; however, since the data science team was already swamped with reporting requirements, they introduced a new team of machine learning engineers. Friction ensued.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Domino Data Lab

AUGUST 1, 2021

but it generally relies on measuring the entropy in the change of predictions given a perturbation of a feature. 2015) for additional details. Neural machine translation by jointly learning to align and translate , ICLR, 2015. Skater uses different techniques depending on the type of the model (e.g. See Wei et al. Bahdanau, D.,

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Cloudera

JUNE 16, 2022

In 2015, Cloudera became one of the first vendors to provide enterprise support for Apache Kafka, which marked the genesis of the Cloudera Stream Processing (CSP) offering. She needs to measure the streaming telemetry metadata from multiple manufacturing sites for capacity planning to prevent disruptions. Conclusion. Not to worry.

Data Lake 88

Data Lake Manufacturing Metadata Dashboards 88

datapine

DECEMBER 28, 2021

These controlling measures are essential and should be part of any experiment or survey – unfortunately, that isn’t always the case. 29, 2015, Republicans from the U.S. This means that there is no definable justification for the placement of the visible measurement lines. In 2012, the global mean temperature was measured at 58.2

Statistics 363

Statistics Advertising Visualization Data mining 363