Data Science and Beyond

APRIL 5, 2021

I’ve been working remotely with Automattic since 2017, so I was pretty covid-ready as far as work was concerned. 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 Measurement 61

CIO Business Intelligence

MAY 16, 2023

higher [in 2022] than in 2017.” Trust and Safety: Individuals and organizations critical of social media are turning their attention to the metaverse, scrutinizing and testing systems intended to promote privacy and child safety and protect against hate speech and harassment.

Advertising 92

Advertising Recreation/Entertainment Experimentation Enterprise 92

Data Insight

FEBRUARY 7, 2019

By Carmen Vicelich, Data Insight CEO A round-up of thoughts and top trends from the NZ Marketing Association’s ‘Smarter Data 2017’ conference. This was further reinforced at the Marketing Association’s sell-out ‘Smarter Data’ event which I had the privilege of chairing on the 11th April 2017.

Machine Learning 40

Machine Learning Testing Marketing Measurement 40

Insight

OCTOBER 25, 2019

This category was not considered for the purpose of this project as it does not allow for a 3-way partition for disjoint training, validation, and testing sets. My client also specified that CAD model files of the T-LESS dataset be used for this project, and that one object per class be reserved for testing (Objects 4, 8, 12, 18, 23, 30).

Snapshot 57

Snapshot Testing Deep Learning Visualization 57

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. Researchers and practitioners have been using human-labeled data for many years, trying to understand all sorts of abstract concepts that we could not measure otherwise. That’s the focus of this blog post.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

O'Reilly on Data

JUNE 19, 2019

A catalog or a database that lists models, including when they were tested, trained, and deployed. A catalog of validation data sets and the accuracy measurements of stored models. Model operations, testing, and monitoring. Other noteworthy items include: Tools for continuous integration and continuous testing of models.

Modeling 194

Modeling Machine Learning Testing Metrics 194

Data Science and Beyond

JULY 28, 2017

Hence, Automattic relies heavily on textual channels, and text-based interviews allow the company to test the written communication skills of candidates. The answers were that I’d be joining the data science team, and that the next steps are a pre-trial test, a paid trial, and a final interview with Matt. And after 2.5

Data Science 81

Data Science Testing Measurement Uncertainty 81

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., Taking measurements at parameter settings further from control parameter settings leads to a lower variance estimate of the slope of the line relating the metric to the parameter.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Domino Data Lab

MAY 8, 2019

Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. Adrian Weller (2017-07-29). “ Visualizations are vital in data science work, with the caveat that the information that they convey may be 4-5 layers of abstraction away from the actual business process being measured. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

O'Reilly on Data

MARCH 23, 2023

All of these models are based on a technology called Transformers , which was invented by Google Research and Google Brain in 2017. Tokens ChatGPT’s sense of “context”—the amount of text that it considers when it’s in conversation—is measured in “tokens,” which are also used for billing. Tokens are significant parts of a word.

IT 262

IT Modeling Testing Risk 262

The Unofficial Google Data Science Blog

JULY 22, 2020

Another reason to use ramp-up is to test if a website's infrastructure can handle deploying a new arm to all of its users. The website wants to make sure they have the infrastructure to handle the feature while testing if engagement increases enough to justify the infrastructure. We offer two examples where this may be the case.

Experimentation 95

Experimentation Statistics Testing Strategy 95

CIO Business Intelligence

JUNE 14, 2022

As part of this mission, there’s a commitment that at least 50 of the government’s top 75 identified services across 14 departments will move to a “great” standard by 2025, against a “consistent measure of service performance”, although precisely how that will be measured has not been released. Pay and Notify.

Strategy 101

Strategy IT Digital Transformation Data Processing 101

Domino Data Lab

MAY 20, 2021

This renders measures like classification accuracy meaningless. Their tests are performed using C4.5-generated note that this variant “performs worse than plain under-sampling based on AUC” when tested on the Adult dataset (Dua & Graff, 2017). The use of multiple measurements in taxonomic problems.

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

datapine

MAY 11, 2022

Therefore, the visualization of data is critical to the sustained success of your business and to help you yield the most possible value from this tried and tested means of analyzing and presenting vital information. This financial analytics metric measures the value of a company’s shares compared to an industry benchmark (second variable).

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

Domino Data Lab

APRIL 3, 2019

Network security mushrooms with VPNs, IDS , gateways, various bump-in-the-wire solutions, SIMS tying all the anti-intrusion measures within the perimeter together, and so on. See also the paper “ The Case for Open Metadata ” by Mandy Chessell (2017–04–21) at IBM UK for compelling perspectives about open metadata. credit cards).

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

DataRobot Blog

MARCH 9, 2022

The IMDB Movie Reviews Dataset provides 50,000 highly polarized movie reviews with a 50-50 train/test split. Whenever you test a machine learning method, it’s helpful to have a baseline method and accuracy level against which to measure improvements. It provides 1.6 Sentiment analysis, a baseline method. More advanced models.

Machine Learning 52

Machine Learning Deep Learning Modeling Measurement 52

Smarten

SEPTEMBER 6, 2019

With true self-serve business intelligence and analytics solutions, the average business user can perform data preparation, test theories and hypotheses by prototyping on their own and share clear, objective data with others.

Analytics 51

Analytics IT Business Intelligence Testing 51

Occam's Razor

SEPTEMBER 15, 2014

But why blame others, in this post let's focus on one important reason whose responsibility can be squarely put on your shoulders and mine: Measurement. Create a distinct mobile website and mobile app measurement strategies. Remember my stress earlier on measuring micro-outcomes?). Framing the Opportunity.

Metrics 141

Metrics Reporting Analytics Marketing 141

Cloudera

MAY 18, 2021

It helps identify risk exposures, informs pre-trade decisions, and is reported to regulators for stress testing. Fortunately, with a modern streaming platform like Flink, and an easy to use stream programming language like Flink SQL, we can quickly build robust pipelines to calculate intraday risk measures as market data arrives in real-time.

Risk 92

Risk Marketing Risk Management Data-driven 92

Insight

MARCH 25, 2019

Bugs in a third-party CDN provider’s system, such as this one from 2017, can have serious implications for the security and privacy of your users. Latency measurements on the internet can change over time, and these are the measurements that Route53 uses to determine where to route users when this routing policy is implemented.

Data Processing 106

Data Processing Cost-Benefit Optimization Metrics 106

Domino Data Lab

OCTOBER 23, 2019

As a result, there has been a recent explosion in individual statistics that try to measure a player’s impact. Knowing that the ultimate goal is to compare the social-media influence and power of NBA players, a great place to start is with the roster of the NBA players in the 2016–2017 season. test: py.test --nbval notebooks/*.ipynb.

Statistics 59

Statistics Machine Learning Testing Modeling 59

Smarten

AUGUST 9, 2017

You may also have read the recent Gartner report entitled, ‘Augmented Analytics Is the Future of Data and Analytics’ , Published 27 July 2017, by Rita L. Augmented Data Preparation empowers business users with access to meaningful data to test theories and hypotheses without the assistance of data scientists or IT staff.

Analytics 40

Analytics IT Statistics ROI 40

Domino Data Lab

AUGUST 8, 2019

Their approach is to bombard “organoid” mini brains living in vats with potential cancer meds, to measure the meds’ relative effects. Public Health Reports (2017-07-10). Have you run any A/B tests yet or written a one-pager describing a Minimum Viable Product?”. It’s really not enough to build an interesting model.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

O'Reilly on Data

DECEMBER 9, 2019

We use the diagnostic test results of our regression model to support the reasons why CIs should not be used in financial data analyses. The probability of an event should be measured empirically by repeating similar experiments ad nauseam —either in reality or hypothetically. Frequently used interpretation of probability.

Statistics 27

Statistics Uncertainty Risk Marketing 27

Occam's Razor

DECEMBER 8, 2017

If the Surface Marketing team is like every other team at every other company engaged in sponsorships and television advertising, it’ll measure the same collection of smart metrics like everyone else. The Surface team is likely measuring it with deep granularity (by individual games, geo, days, times of days, and a lot more).

Broadcasting 121

Broadcasting Measurement Marketing Sales 121

Domino Data Lab

AUGUST 1, 2021

After forming the X and y variables, we split the data into training and test sets. but it generally relies on measuring the entropy in the change of predictions given a perturbation of a feature. Next, we pick a sample that we want to get an explanation for, say the first sample from our test dataset (sample id 0). References.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Alation

AUGUST 26, 2021

HBR Review May/June 2017. Next, you test these use cases with the software chosen. Similarly, retailers and other less regulated industries are boosting defensive measures to ensure compliance with GDPR and CCPA. Field Test Use Cases. Once you’ve defined your goals and use cases , it’s time to put them to the test.

Metadata 64

Metadata Data Governance Dashboards Software 64

datapine

NOVEMBER 27, 2019

While we work on programs to avoid such inconvenience , AI and machine learning are revolutionizing the way we interact with our analytics and data management while increment in security measures must be taken into account. Another increasing factor in the future of business intelligence is testing AI in a duel.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

CIO Business Intelligence

APRIL 12, 2022

Perforce already owns development tools such as Helix and the testing tools, including Perfecto and BlazeMeter. Test automation: Tricentis buys Testim. Software test automation vendor Tricentis has bought Testim, the developer of an AI-based SaaS test automation platform, to expand its continuous testing solutions.

Enterprise 143

Enterprise Technology Consulting Software 143

Occam's Razor

OCTOBER 12, 2017

When you go to the interview, the hiring company will proceed to ask questions that test your competency in the listed job requirements. Test for analytics experience AND explore the level of analytical thinking the job candidate possesses. This is not the future, it is Nov 2017. This is normal. So on and so forth.

Marketing 136

Marketing Analytics Machine Learning Strategy 136