CIO Business Intelligence

NOVEMBER 15, 2022

Experiment with the “highly visible and highly hyped”: Gartner repeatedly pointed out that organisations that innovate during tough economic times “stay ahead of the pack”, with Mesaglio in particular calling for such experimentation to be public and visible. on average over the next year, somewhat lower than the projected 6.5%

Digital Transformation 143

Digital Transformation Experimentation Risk Metrics 143

CIO Business Intelligence

NOVEMBER 21, 2023

There are ample reasons why 77% of IT professionals are concerned about shadow IT, according to a report from Entrust. Still, there is a steep divide between rogue and shadow IT, which came under discussion at a recent Coffee with Digital Trailblazers event I hosted.

IT 137

IT Risk Cost-Benefit Risk Management 137

datapine

FEBRUARY 4, 2020

An important part of a successful business strategy is utilizing a modern data analysis tool and implementing a marketing report in its core procedures that will become the beating heart of acquiring customers, researching the market, providing detailed data insights into the most valuable information for any business: is our performance on track?

Reporting 280

Reporting Marketing Advertising Metrics 280

DataRobot Blog

FEBRUARY 28, 2023

They can enjoy a hosted experience with code snippets, versioning, and simple environment management for rapid AI experimentation. When the training process is complete, DataRobot will recommend the best-performing model for production based on the selected metric and provide an explanation. Learn more about DataRobot hosted notebooks.

Data Processing 72

Data Processing Experimentation Machine Learning Modeling 72

Occam's Razor

JULY 24, 2018

work (collection, processing, reporting, analysis), processes, org structure, governance models, last-mile gaps , metrics ladders of awesomeness , and… so… much… more. Remember, tools, work, processes, org structure, governance models, last-mile gaps, metrics ladders of awesomeness, and… so… much… more. The Impact Matrix.

Analytics 93

Analytics Metrics Strategy Measurement 93

O'Reilly on Data

APRIL 19, 2021

The percentage of respondents reporting “mature” practices has been roughly the same for the last few years. This is almost exactly in line with the results from 2020, where 25% of the respondents reported that they had products in production (“Mature” wasn’t a possible response in the 2020 survey.). Bottlenecks to AI adoption.

Enterprise 353

Enterprise Modeling Risk Manufacturing 353

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. Experimentation/Testing (the latest new and cool thing to do, a/b or multivariate).

Metrics 100

Metrics Experimentation Testing Interactive 100

DataKitchen

OCTOBER 5, 2021

DataOps enables: Rapid experimentation and innovation for the fastest delivery of new insights to customers. Make reports on every aspect of the data team’s processes and the data lifecycle. The bottom line metrics that DataOps impacts are deployment latency and errors (figure 6). What is DataOps. Low error rates.

Testing 152

Testing Dashboards Measurement Experimentation 152

datapine

MAY 20, 2020

To put the power of CRM software (or customer relationship management dashboard software) into a living, breathing, real-world perspective, we’ll explore CRM dashboards in more detail, starting with basic definitions of such dashboards and reports while considering how you can use CRM dashboard software to your business-boosting advantage.

Dashboards 265

Dashboards Reporting KPI Visualization 265

Domino Data Lab

DECEMBER 4, 2020

Having calculated AUC/AUMC, we can further derive a number of useful metrics like: Total clearance of the drug from plasma. Domino Lab supports both interactive and batch experimentation with all popular IDEs and notebooks (Jupyter, RStudio, SAS, Zeppelin, etc.). The area under the first moment curve would respectively be.

Metrics 59

Metrics Data Science Knowledge Discovery Measurement 59

Occam's Razor

AUGUST 22, 2011

" ~ Web Metrics: "What is a KPI? " + Standard Metrics Revisited Series. "Engagement" Is Not A Metric, It's An Excuse. Defining a "Master Metric", + a Framework to Gain a Competitive Advantage in Web Analytics. Delibrate Your Data, Dig Into Your Data, Reimagine Content Reporting.

KPI 124

KPI Metrics Measurement ROI 124

Cloudera

APRIL 9, 2021

The third video in the series highlighted Reporting and Data Visualization. Reporting – data warehousing & dashboarding. Since our goal is to optimize part production we’ve chosen the Gradient Boost Regression model that has shown best metrics (accuracy and AOC) for our particular ECC dataset. Here are the key stages: .

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

Occam's Razor

OCTOBER 21, 2013

The Multi-Channel Funnels folder in Google Analytics contains the Top Conversion Paths report. At the highest level, across visits by focusing on unique people, the report shows the role search plays in driving conversions. From there, jump to my personal favorite report in MCF, Assisted Conversions. See Page Value there?

Optimization 154

Optimization Reporting Experimentation Metrics 154

CIO Business Intelligence

MARCH 21, 2022

Data scientists are often engaged in long-term research and prediction, while data analysts seek to support business leaders in making tactical decisions through reporting and ad hoc queries aimed at describing the current state of reality for their organizations based on present and historical data.

Unstructured Data 137

Unstructured Data Data Analytics Analytics Structured Data 137

DataRobot Blog

JULY 28, 2022

In addition to the accuracy of the models we built, we had to consider business metrics, cost, interpretability, and suitability for ongoing operations. Initially, the customer tried modeling using statistical methods to create typical features, such as moving averages, but the model metrics (R-square) was only 0.5 Download Now.

Data Science 72

Data Science Machine Learning Statistics Modeling 72

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). Dive into Mobile Reporting and Analysis. Dive into Mobile Reporting and Analysis. Media-Mix Modeling/Experimentation. Tag your mobile website.

Metrics 141

Metrics Reporting Analytics Marketing 141

Cloudera

FEBRUARY 16, 2022

Support for multiple sessions within a project allows data scientists, engineers and operations teams to work independently alongside each other on experimentation, pipeline development, deployment and monitoring activities in parallel. Each AMP consists of a working prototype for a ML use case together with a research report.

Machine Learning 86

Machine Learning Modeling Metadata Recreation/Entertainment 86

CIO Business Intelligence

MAY 1, 2024

Pilots can offer value beyond just experimentation, of course. McKinsey reports that industrial design teams using LLM-powered summaries of user research and AI-generated images for ideation and experimentation sometimes see a reduction upward of 70% in product development cycle times. What are you measuring?

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

Octopai

OCTOBER 26, 2022

When DataOps principles are implemented within an organization, you see an increase in collaboration, experimentation, deployment speed and data quality. Continuous DataOps metrics testing checks data’s validity, completeness and integrity at input and output. What DataOps best practices put you on track to achieving this ideal?

Data Quality 52

Data Quality Data Analytics Analytics Manufacturing 52

CIO Business Intelligence

JUNE 27, 2022

Tyson: You’re coming up to two years since you added Sentry’s ability to monitor for performance which has some pretty fine-grained metrics in terms of identifying where bottlenecks are located in code. Tyson: Sentry is able to instrument a variety of languages and frameworks for automated error reporting.

Software 115

Software Experimentation Testing Marketing 115

Business Over Broadway

MAY 22, 2019

According to Gartner, companies need to adopt these practices: build culture of collaboration and experimentation; start with a 3-way partnership among executives leading digital initiative, line of business and IT. LogMeIn’s Forrester Survey Reports AI Widens Gap Between Customer Experience and Marketing Teams: [link].

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

Occam's Razor

JULY 6, 2016

Today's post is an adjacent mistake: The cardinal sin of spending too much time with data and in reports! Yes, I worry that Analysts, and Marketers, are spending too much time with their head buried in custom reports and advance segments and smart calculated metrics and strategic or tactical dashboards. and get stuff fixed.

Testing 86

Testing Marketing Experimentation Cost-Benefit 86

AWS Big Data

FEBRUARY 12, 2024

Objective Gupshup wanted to build a messaging analytics platform that provided: Build a platform to get detailed insights, data, and reports about WhatsApp/SMS campaigns and track the success of every text message sent by the end customers. This compiled data is then imported into Aurora PostgreSQL Serverless for operational reporting.

Data Warehouse 103

Data Warehouse Analytics Snapshot Cost-Benefit 103

O'Reilly on Data

OCTOBER 13, 2020

To support verification in these areas, a product manager must first ensure that the AI system is capable of reporting back to the product team about its performance and usefulness over time. The simplest case of model monitoring is to compute key performance metrics (related to both model fit and inference accuracy) regularly.

Management 240

Management Metrics Machine Learning Modeling 240

CIO Business Intelligence

MARCH 5, 2024

Many other platforms, such as Coveo’s Relative Generative Answering , Quickbase AI , and LaunchDarkly’s Product Experimentation , have embedded virtual assistant capabilities but don’t brand them copilots. While that’s a limitation, there are reports of promised functionality not yet available. Generative AI, IT Strategy

Cost-Benefit 124

Cost-Benefit Advertising Experimentation Software 124

Occam's Razor

NOVEMBER 13, 2009

Chapter 3 The Awesome World of Clickstream Analysis: Metrics. The second half shows exactly how to pick the best metrics for your org and, my absolute favorite (Page 64), how to diagnose the root cause of a metrics performance. Chapter 7 Failing Faster: Unleashing the Power of Testing and Experimentation. A good thing.

Analytics 71

Analytics Metrics Measurement Testing 71

Occam's Razor

JULY 18, 2011

You must use metrics that are unique to the medium. Ready for the best email marketing campaign metrics? So for our email campaign analysis let’s look at metrics using that framework. Optimal Acquisition Email Metrics. Allow me to rush and point out that this metric is usually just directionally accurate.

Metrics 137

Metrics Marketing Measurement Cost-Benefit 137

Occam's Razor

FEBRUARY 26, 2008

1: Implement a Experimentation & Testing Program. # 1: Implement a Experimentation & Testing Program. Experimentation and Testing: A Primer. Build A Great Web Experimentation & Testing Program. # Be it for in vogue metrics like Conversion Rates or for metrics that should be in vogue like Abandonment Rates.

Management 68

Management Experimentation Testing Metrics 68

Occam's Razor

DECEMBER 9, 2009

Specifically: Who owns web analytics / who it reports to from a org structure perspective. some reports going out on schedule (even if data pukes) then an optimal path might be to centralize some where (see item #2 below). [B] The closer you can get to her (direct report?) It is always the organization structure.

Analytics 95

Analytics Data-driven Marketing Sales 95

CIO Business Intelligence

FEBRUARY 3, 2023

“We’ve been lucky that our transformation of cyber happened with digital transformation, so the last two years we’ve talked a lot to the board about technology,” he says, adding that even as a non-executive member (he reports to head of supply chain), he’s been to the boardroom approximately 50 times during this period.

IT 52

IT Experimentation Scorecard Digital Transformation 52

DataRobot Blog

SEPTEMBER 30, 2022

By tracking service, drift, prediction data, training data, and custom metrics, you can keep your models and predictions relevant in a fast-changing world. Adoption of AI/ML is maturing from experimentation to deployment. How do you track the integrity of a machine learning model in production? Model Observability can help.

Slice and Dice 52

Slice and Dice Modeling Metrics Experimentation 52

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). Immediately actionable web analytics (your biggest worries covered). It is a book about Web Analytics 2.0.

Analytics 60

Analytics Metrics Marketing Dashboards 60

CIO Business Intelligence

APRIL 18, 2022

A newly released report from Deloitte supports that, noting that a straightforward, compelling “north star” narrative is critical to success for 38% of executive respondents. They invest in cloud experimentation. A leader also needs to devote time and energy to drive a transformation forward.

Digital Transformation 145

Digital Transformation Dashboards Cost-Benefit Consulting 145

Occam's Razor

FEBRUARY 28, 2017

To ensure customer delight was delivered in a timely manner, it was also decided that Average Call Time (ACT) would now be The success metric. The success metric, ACT, did go down. Reporting/dashboards were terribly created ( CDPs anyone? ). Metrics matter. What do you think happened? Another issue. Humans are pavlovian.

Key Performance Indicator 106

Key Performance Indicator Metrics Measurement Advertising 106

The Unofficial Google Data Science Blog

JULY 31, 2016

To figure this out, let's consider an appropriate experimental design. In other words, the teacher is our second kind of unit, the unit of experimentation. This type of experimental design is known as a group-randomized or cluster-randomized trial. When analyzing the outcome measure (e.g.,

Experimentation 42

Experimentation Testing Measurement Metrics 42

Occam's Razor

AUGUST 12, 2013

I normally ask people to look at the Path Length report in the Multi-Channel Funnels standard report in Google Analytics (or equivalent tool if you are using SiteCatalyst or WebTrends or other web analytics tools). The simplest way to start is to look at your Assisted Conversions report in Google Analytics. From a Venn -diagram.

Modeling 161

Modeling Optimization Marketing Interactive 161

Occam's Razor

AUGUST 13, 2012

That means: All of these metrics are off. What report would you want to see on conversion attribution that would help you decide where to spend?? Then I'm using data from the standard Days to Conversion report to limit who gets credit (no one beyond 27!).

Modeling 124

Modeling Metrics Data Quality Data-driven 124