The Data Visualisation Catalogue

MARCH 18, 2019

The goal here is to ease comprehension of software systems by representing them as a city that can be traversed and interacted with. In the paper, Combining Interactive Hierarchy Visualizations in a Web-Based Application , there’s a colourful example of a 3D Treemap used to visualise a dataset called ‘influenza’. Source: on Twitter.

Visualization 46

Visualization Interactive Software Experimentation 46

Alation

SEPTEMBER 28, 2022

Automated testing to ensure data quality. Alation provides robust DataOps solutions that help you foster collaboration, build trusted data solutions, automate testing & monitoring, and visualize data pipelines. Daily Interactions. Subscribe to Alation's Blog. Easy-to-experiment data development environment.

Cost-Benefit 52

Cost-Benefit Data Quality Manufacturing Testing 52

Domino Data Lab

AUGUST 5, 2019

While the data ethics presentation covered building and deploying a curriculum that paired technical and critical approaches to data, this blog post focuses on a proposed ethical framework, examples of modern data ethics problems (e.g., Also, data science work is experimental and probabilistic in nature.

Data Science 93

Data Science Data-driven Modeling Machine Learning 93

Occam's Razor

MAY 15, 2006

There are many types of qualitative data at your disposal including brand buzz, customer satisfaction, net promoter indices, visitor engagement, stickiness, blog-pulse, etc. While there are many options for qualitative analysis, perhaps the most important qualitative data point is how Customers/Visitors interact with your “web presence.�

Metrics 100

Metrics Experimentation Testing Interactive 100

Ontotext

APRIL 3, 2024

Nimit Mehta: I think that 2024 is going to be a buckle-down year, but, at the same time, we’ll see a rapid explosion of experimentation. ” So, maybe they are open to some testing and exploration, but when it’s prime time, larger organizations won’t run the risk of putting something untested. It’s open. It’s unsafe.”

Technology 59

Technology Risk Digital Transformation Measurement 59

datapine

MAY 20, 2020

A CRM dashboard is a centralized hub of information that presents customer relationship management data in a way that is dynamic, interactive, and offers access to a wealth of insights that can improve your consumer-facing strategies and communications. Test, tweak, evolve. What Is A CRM Dashboard? Primary KPIs: Lead Response Time.

Dashboards 265

Dashboards Reporting KPI Visualization 265

Occam's Razor

JUNE 6, 2007

It has been such an amazing journey to write the book, and for it to come up almost exactly a year after I started this blog. Bonus: Interactive CD: Contains six podcasts, one video, two web analytics metrics definitions documents and five insightful powerpoint presentations. What ideas to test first on your site?

Analytics 60

Analytics Metrics Marketing Dashboards 60

datapine

FEBRUARY 4, 2020

As we have already talked about in our previous blog post on sales reports for daily, weekly or monthly reporting, you need to figure out a couple of things when launching and executing a marketing campaign: are your efforts paying off? 1) Blog Traffic And Blog Leads Report. 1) Marketing CMO report. click to enlarge**.

Reporting 280

Reporting Marketing Advertising Metrics 280

O'Reilly on Data

JULY 25, 2023

So far I’ve read a gazillion blog posts about people’s experiences with these AI coding assistance tools. Swift Papers felt like a well-scoped project to test how well AI handles a realistic yet manageable real-world programming task. This choice also inspired me to call my project Swift Papers.

Consulting 246

Consulting Interactive Software IT 246

The Unofficial Google Data Science Blog

JULY 31, 2016

This blog post explores how this problem arises in applications at Google, and how we can 'mind our units' through analysis and logging. At the end of the semester, you administer a proficiency test to the students and compare test performance across the groups. The second source of dependence comes from student interactions.

Experimentation 42

Experimentation Testing Measurement Metrics 42

CIO Business Intelligence

DECEMBER 6, 2023

Microsoft called the poll an error and promised to investigate, but it already seems to clearly breach several of the company’s own principles of responsible AI usage , such as inform people that they’re interacting with an AI system, and guidelines for human-AI interaction. Not all generative AI customers have got that message.

IT 133

IT Risk Management Interactive Modeling 133

The Unofficial Google Data Science Blog

APRIL 16, 2019

by MICHAEL FORTE Large-scale live experimentation is a big part of online product development. In fact, this blog has published posts on this very topic. This means a small and growing product has to use experimentation differently and very carefully. This blog post is about experimentation in this regime.

Experimentation 68

Experimentation Sales Metrics Measurement 68

The Unofficial Google Data Science Blog

DECEMBER 14, 2021

This blog post introduces the notions of representational uncertainty and interventional uncertainty to paint a fuller picture of what the practicing data scientist is up against. This blog post does not discuss objectives. Should we use a t-test or a sign test? to run a brief experiment to test the hypothesis.

Uncertainty 56

Uncertainty Statistics Measurement Cost-Benefit 56

Perceptual Edge

AUGUST 26, 2019

New conceptions of data are now encoded into the actual application experiences that improve the user’s interaction with their data. (p. These novel interactions, which are possible only in spatial computing, unlock new insights because of being able to view and manipulate data in 3D pace unlike previous design paradigms. (p.

Visualization 52

Visualization Cost-Benefit Interactive Experimentation 52

Cloudera

JUNE 6, 2019

When a mix of batch, interactive, and data serving workloads are added to the mix, the problem becomes nearly intractable. We sometimes refer to this as splitting “dev/test” from “production” workloads, but we can generalize the approach by referring to the overall priority of the workload for the business.

Metadata 85

Metadata Data Lake Optimization Strategy 85

Domino Data Lab

JULY 28, 2021

The ability to quickly and freely innovate is key here, since this is where ideas are researched, discussed, tested, refined and then researched again. The Workbench is Domino’s notebook-based environment where data scientists can do their R&D and experimentation.

Data Science 59

Data Science Enterprise Modeling Experimentation 59

The Unofficial Google Data Science Blog

OCTOBER 21, 2015

We’re not going to engage in this debate but in this blog post we do focus on science. The beliefs of this community are always evolving, and the process of thoughtfully generating, testing, refuting and accepting ideas looks a lot like Science. the power grid, a streaming music service, the human body, the weather).

Slice and Dice 45

Slice and Dice Experimentation Data-driven Data Science 45

Domino Data Lab

MAY 8, 2019

Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. They also require advanced skills in statistics, experimental design, causal inference, and so on – more than most data science teams will have. Other good related papers include: “ Towards A Rigorous Science of Interpretable Machine Learning ”.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

The Unofficial Google Data Science Blog

MARCH 22, 2018

But what if users don't immediately uptake the new experimental version? This blog post provides details for how we can make inferences without waiting for complete uptake. This blog post provides details for how we can make inferences without waiting for complete uptake. What if their uptake rate is not uniform?

Experimentation 62

Experimentation Measurement Modeling Statistics 62

Occam's Razor

MARCH 23, 2010

In this blog post let me share with you some ground truths from my own humble experience. If I go to a conference and hear that doing test and control experiments is a great way to measure cannibalization by paid search links on well ranked organic keywords, then I can just run a small test myself and see if it works for me.

Analytics 118

Analytics Consulting Metrics Experimentation 118

Occam's Razor

SEPTEMBER 13, 2016

Like this blog, the newsletter is geared towards being instantly actionable (rather than just theory-smart, which is pretty cool too). Hypothesis development and design of experimentation. If these 50 pass the sniff test, send the survey. Don't repeat things for years without constantly stress-testing for reality.

Modeling 127

Modeling Reporting Strategy Consulting 127

Occam's Razor

AUGUST 13, 2012

Yehoshua I've covered this topic in detail in this blog post: Multi-Channel Attribution: Definitions, Models and a Reality Check. If you want to make the smartest decisions about your budget allocation then leveraging the time tested methodology of media mix modeling (at its core powered by controlled experiments) is the only way to go.

Modeling 124

Modeling Metrics Data Quality Data-driven 124

Sisense

MAY 18, 2021

However, as Deven states, avoiding data insights and going with your gut is like choosing all the wrong answers on a test despite your professor giving you the right ones. When you discover data that means something, you need to be agile enough to make experimental changes.”. Data can’t help your marketing efforts if you won’t let it.

Marketing 52

Marketing Data Analytics Analytics Metrics 52

Domino Data Lab

AUGUST 26, 2019

This control prevents overfitting and reduction in predictive accuracy on new test data. The project also covers building a pipeline for automating ML workflow and stay tuned for additional hyperparamater content on the Domino Data Science blog. We can take this model to other, novel data and perform a final hold-out test assessment.

Testing 79

Testing Modeling Machine Learning Metrics 79

datapine

JANUARY 31, 2022

Everything is being tested, and then the campaigns that succeed get more money put into them, while the others aren’t repeated. This methodology of “test, look at the data, adjust” is at the heart and soul of business intelligence. Your Chance: Want to try a professional BI analytics software?

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

Occam's Razor

NOVEMBER 2, 2015

Higher Order Bits: Human vs. Business, Success KPIs, S-T-D-C Framework, MoR Test. "So what if no one interacted with your Twitter feed, at least they saw it!" I believe the best way to measure success is to measure the above four metrics (actual interaction/action/outcome). It is pronounced the more test.

B2B 167

B2B Metrics Testing Recreation/Entertainment 167

IBM Big Data Hub

SEPTEMBER 25, 2023

This blog takes you on a journey into the world of Uber’s analytics and the critical role that Presto, the open source SQL query engine, plays in driving their success. If the exploratory work needs to move on to testing and production, they can plan appropriately. What is Presto? This way, the queries run much faster.

OLAP 91

OLAP Data Lake Data-driven Snapshot 91