DataRobot Blog

OCTOBER 18, 2022

We dug into interactive visualizations such as the DataRobot drift drill down plot , where users can investigate the exact feature and time period affected by data drift in a model. Learn more about the DataRobot AI Cloud and the ability to accelerate your experimentation and production timelines. Explore the DataRobot platform today!

Big Data 96

Big Data Forecasting Experimentation Metrics 96

DataRobot

MARCH 10, 2021

In this blog post, I will focus on the use of the word autonomous , the dangers of using it with stakeholders, and, in the context of customer experience, the inaccurate perception that all things can be automated, eliminating the need for interactions between employees and customers.

Experimentation 145

Experimentation Machine Learning Key Performance Indicator Reporting 145

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. It wouldn’t treat all students the same.

Cost-Benefit 88

Cost-Benefit Modeling Manufacturing Interactive 88

IBM Big Data Hub

MARCH 4, 2024

It’s also crucial to modernize existing applications that interact with AI. An AI+ enterprise excels in delivering innovative AI applications to its customers and modernizing existing applications to meet the new demands AI presents. This culture encourages experimentation and expertise growth.

Enterprise 104

Enterprise ROI Risk Strategy 104

CIO Business Intelligence

OCTOBER 18, 2023

Yet, the intense focus on gen AI has only accelerated experimentation for CIOs and vendors, including Musk, whose xAI will reportedly enter the AI arms race. Tom Richer, head of Google Business Group at technology services company Wipro, is also seeing rapid traction among CIOs eager to explore gen AI’s transformative potential.

Risk 138

Risk Manufacturing Enterprise Technology 138

The Unofficial Google Data Science Blog

OCTOBER 7, 2015

accounting for effects "orthogonal" to the randomization used in experimentation. For example in ads, experiments using cookies (users) as experimental units are not suited to capture the impact of a treatment on advertisers or publishers nor their reaction to it. To see this, imagine you want to study long-term effects in an A/B test.

Modeling 61

Modeling Experimentation Knowledge Discovery Testing 61

DataRobot Blog

JANUARY 10, 2023

Data science teams of all sizes need a productive, collaborative method for rapid AI experimentation. This flexibility allows you to import your local code into the DataRobot platform and continue further experimentation using the combination of DataRobot Notebooks with: Deep integrations with DataRobot comprehensive APIs.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

Mark Raskino

SEPTEMBER 12, 2017

Something I’ve noticed in a few interactions this year, has been too much planning for digital business innovation. Digital business is mostly about entrepreneurial risk and market experimentation – not just pre-determined design and waterfall project implementation. sometimes a year, or even two years. Fix and improve.

Experimentation 49

Experimentation Interactive Risk Marketing 49

CIO Business Intelligence

JULY 31, 2023

No good guidance yet As CIOs seek to bring control and risk management to technology that’s generating widespread interest and plenty of experimentation, they’re doing so without pre-existing guidance and support. Other companies are worried that their workers are doing the same, Kashifuddin says. “As

Strategy 97

Strategy Risk Enterprise Risk Management 97

The Unofficial Google Data Science Blog

JANUARY 14, 2016

Unlike experimentation in some other areas, LSOS experiments present a surprising challenge to statisticians — even though we operate in the realm of “big data”, the statistical uncertainty in our experiments can be substantial. We must therefore maintain statistical rigor in quantifying experimental uncertainty.

Experimentation 41

Experimentation Statistics Metrics Measurement 41

Sisense

MARCH 26, 2021

Some of those hurdles are overcome via dashboards, but they sit in a system several layers removed from anything that many people normally interact with. To achieve this, he says, companies should find ways to lower the cost of experimentation, decrease the time to value, and scale successful experimentation into products quickly.

Analytics 98

Analytics Data-driven Dashboards Experimentation 98

The Unofficial Google Data Science Blog

JANUARY 16, 2018

We present data from Google Cloud Platform (GCP) as an example of how we use A/B testing when users are connected. Experimentation on networks A/B testing is a standard method of measuring the effect of changes by randomizing samples into different treatment groups. This simulation is based on the actual user network of GCP.

Testing 58

Testing Experimentation Measurement Modeling 58

DataRobot

APRIL 19, 2021

Data scientists also need to understand how the business operates, which requires communication and presentation skills. In the first experiment, study participants were presented with a dataset, a machine learning model that had been trained using that dataset, and an interpretability tool. Humans and AI Best Practices.

Machine Learning 52

Machine Learning Visualization Data-driven Data Science 52

Domino Data Lab

AUGUST 5, 2019

Chris Wiggins , Chief Data Scientist at The New York Times as well as a professor at Columbia, recently presented the seminar “What should future statisticians, CEOs, and senators know about the history and ethics of data?” Also, data science work is experimental and probabilistic in nature. at Berkeley.

Data Science 93

Data Science Data-driven Modeling Machine Learning 93

CIO Business Intelligence

JUNE 27, 2022

David Cramer: I love the open source community so I would build a lot of things in open source to interact with my peers. Tyson: You mentioned in this presentation (something I’d encourage anyone interested in CI/CD to watch) that you don’t have any human QA agents at Sentry. How did that happen? I thought, really?!

Software 104

Software Experimentation Testing Marketing 104

Occam's Razor

MARCH 23, 2021

The other dimension to consider is most Analtyics teams kick into gear after the campaign is concluded, after the customer interaction has taken place in the call center, and after the funds budgeted have already been spent. That’s not really surprising, if your view of your scope is narrow… Your impact will be narrow as well.

Analytics 131

Analytics Scorecard Strategy Testing 131

Ontotext

APRIL 3, 2024

In this post we present you with insight gathered at the Knowledge Graph Forum during the panel on Financial Services. 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. I believe that AI bots will grow and probably will be everywhere very soon.

Technology 59

Technology Risk Digital Transformation Measurement 59

Domino Data Lab

DECEMBER 4, 2020

Domino Lab supports both interactive and batch experimentation with all popular IDEs and notebooks (Jupyter, RStudio, SAS, Zeppelin, etc.). We can also check for missing values, although it appears that none are present. The analyses shown below are accessible in the NCA project on Domino’s trial site. x)), pain_df).

Metrics 59

Metrics Data Science Knowledge Discovery Measurement 59

Sisense

JUNE 30, 2019

A data strategy deals with all aspects of your data: where it comes from, where it’s stored, how you interact with it, who gets to see what, and who is ultimately in charge of it. Additionally, they’ll make sure that the company has the analytics platform needed to pull it all together and present meaningful insights to your users.

Data Strategy 71

Data Strategy Strategy Consulting Experimentation 71

Alation

SEPTEMBER 28, 2022

Daily Interactions. Technical environments and IDEs must be disposable so that experimental costs can be kept to a minimum. This presents a huge time and energy saver for the analytics teams at large! It’s a Team Sport. Stakeholders must work collaboratively daily for the project. Self-Organize. Reduce Heroism. Simplicity.

Cost-Benefit 52

Cost-Benefit Data Quality Manufacturing Testing 52

FineReport

APRIL 24, 2024

It involves representing data and information visually, making it easier for individuals to comprehend, analyze, and make decisions based on the presented data. This skill is especially valuable in today’s data-driven world, where the ability to interpret and present data compellingly is highly sought after.

Visualization 52

Visualization Dashboards Interactive Data-driven 52

Occam's Razor

MAY 15, 2006

Add to this the fact that now there is a massive proliferation of tools that will instantly create reports presenting data in every conceivable slice, graph, table, pivot or dump that you can imagine the challenge. Visitor interaction can lead to actionable insights faster while having a richer impact on your decision making.

Metrics 100

Metrics Experimentation Testing Interactive 100

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. Try our professional dashboard software for 14 days, completely free!

Dashboards 265

Dashboards Reporting KPI Visualization 265

datapine

FEBRUARY 4, 2020

That’s why we will present annual, monthly, weekly, daily and digital marketing reports that you can use for your own promotional activities and upscale your marketing efforts. These data sets can be broken down on the specific week of interest, meaning you can interactively follow-up on what happened in week 11 in regards to week 10.

Reporting 280

Reporting Marketing Advertising Metrics 280

O'Reilly on Data

JULY 25, 2023

I also installed the latest VS Code (Visual Studio Code) with GitHub Copilot and the experimental Copilot Chat plugins, but I ended up not using them much. To me, this is a huge benefit of a conversational interface like ChatGPT versus an IDE autocomplete interface like GitHub Copilot, which doesn’t leave a trace of its interaction history.

Consulting 246

Consulting Interactive Software IT 246

Occam's Razor

JUNE 6, 2007

Bonus: Interactive CD: Contains six podcasts, one video, two web analytics metrics definitions documents and five insightful powerpoint presentations. Experimentation & Testing (A/B, Multivariate, you name it). Bonus: Interactive CD. Immediately actionable web analytics (your biggest worries covered).

Analytics 60

Analytics Metrics Marketing Dashboards 60

CIO Business Intelligence

APRIL 5, 2023

Midjourney, ChatGPT, Bing AI Chat, and other AI tools that make generative AI accessible have unleashed a flood of ideas, experimentation and creativity. Understand documents and data Combining a custom version of ChatGPT with Bing has brought millions of new users to Microsoft’s search engine.

Modeling 102

Modeling Testing Cost-Benefit Experimentation 102

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. In other words, your talk didn’t quite stand out enough to put onstage, but you still get “publish or perish” credits for presenting.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Domino Data Lab

JUNE 23, 2019

Pete Skomoroch presented “ Product Management for AI ” at Rev. Skomoroch proposes that managing ML projects are challenging for organizations because shipping ML projects requires an experimental culture that fundamentally changes how many companies approach building and shipping software. Session Summary.

Management 110

Management Machine Learning Experimentation Metrics 110

Occam's Razor

AUGUST 12, 2013

Last Interaction/Last Click Attribution model. First Interaction/First Click Attribution Model. If you see a value greater than one, that channel has a propensity to be present earlier in the conversion cycle. Last Interaction/Last Click Attribution model. First Interaction/First Click Attribution Model.

Modeling 161

Modeling Optimization Marketing Interactive 161

AWS Big Data

OCTOBER 19, 2023

or later supports change data capture as an experimental feature, which is only available for Copy-on-Write (CoW) tables. The Amazon S3 location s3://noaa-ghcn-pds/csv/by_year/ has all of the observations from 1763 to the present organized in CSV files, one file for each year. Apache Hudi 0.13.0 Delta Lake 2.0.0 Choose Start notebook.

Data Lake 109

Data Lake Data Warehouse Visualization Snapshot 109

AWS Big Data

MARCH 20, 2023

Although these batch analytics-based efforts were successful to some extent, they saw opportunities to improve the customer experience with real-time personalization and security guidance during the customer’s interaction with the Poshmark app. User interactions on Poshmark web and mobile applications generate server-side events.

Analytics 52

Analytics Slice and Dice Data Processing Data Lake 52

AWS Big Data

NOVEMBER 14, 2023

With a combination of low-latency data streaming and analytics, they are able to understand and personalize the user experience via a seamlessly integrated, self-reliant system for experimentation and automated feedback. Real-time streaming data technologies are essential for digital transformation.

IoT 55

IoT Data-driven Data Lake Data Strategy 55

Cloudera

JUNE 6, 2019

When a mix of batch, interactive, and data serving workloads are added to the mix, the problem becomes nearly intractable. when an admin uses the cluster creation wizard, CM presents two options: (1) create a traditional cluster, or (2) create a compute cluster. Beginning with CM 6.2,

Metadata 85

Metadata Data Lake Optimization Strategy 85

Occam's Razor

DECEMBER 12, 2016

In a world when your work will never be done, how do you assess that the core things necessary are present? What guarantees that agility and innovation are present in your analytics practice? My answer was: " Look for these two elements, if they are present then it is worth helping the company with free consulting and analysis.

Analytics 141

Analytics Data-driven Strategy Consulting 141

Occam's Razor

SEPTEMBER 15, 2014

Media-Mix Modeling/Experimentation. For the first couple of interactions, give her/him that data. In my case the interactive elements which are useful are clearly displayed above. Understand how many Active Users are interacting with your app. Media-Mix Modeling/Experimentation. Implement Cross-Device Tracking.

Metrics 141

Metrics Reporting Analytics Marketing 141

Occam's Razor

MAY 27, 2015

Because, I'm sure like you, I'm humbled by the immense opportunity digital presents. Apps are the past, present, future. It is being hyper-conservative when it comes to creativity and experimentation because of quant-issues. Apps are the past, present, future. My hope is that 1. The web is dead. Go, subscribe!

Marketing Analytics 153

Marketing Analytics Marketing Analytics Advertising 153