CIO Business Intelligence

MAY 20, 2024

Another study used smartphone geolocation data to measure face-to-face interactions among workers at various Silicon Valley firms. The study documents “substantial returns to face-to-face meetings … (and) returns to serendipity.” As a means of control, budgets measure performance against planned targets, influencing employee behavior.

Management 107

Management Interactive Measurement Marketing 107

CIO Business Intelligence

APRIL 4, 2022

The early days of the pandemic taught organizations like Avery Dennison the power of agility and experimentation. The team was helped with live augmented reality annotations to document each step. “We We are just starting to come back into the office, but in six months we’ll have a much better measure” of efficiencies gained. “I

Experimentation 131

Experimentation Interactive Business Objectives Manufacturing 131

CIO Business Intelligence

OCTOBER 18, 2023

We’re seeing lots and lots of pilots,” says Gartner AI analyst Arun Chandrasekaran, who notes content creation, document summarization, sentiment analysis, and enterprise search chief among the initial use cases. A recent survey of nearly 1,000 IT decision-makers conducted by Foundry underscores this.

Risk 134

Risk Manufacturing Enterprise Technology 134

IBM Big Data Hub

OCTOBER 20, 2023

Automated development: With AutoAI , beginners can quickly get started and more advanced data scientists can accelerate experimentation in AI development. Data extraction: Platform capabilities help sort through complex details and quickly pull the necessary information from large documents.

Machine Learning 73

Machine Learning Manufacturing Cost-Benefit Deep Learning 73

CIO Business Intelligence

JUNE 28, 2023

Experimentation with a use case driven approach. At least for now, they seem focused on use cases that improve productivity, with compelling opportunities in the areas of sales & marketing, code generation, and document generation. By that measure, you will indeed have done better than you thought. Looking forward.

Enterprise 52

Enterprise Experimentation Risk Data-driven 52

Domino Data Lab

AUGUST 6, 2021

The process of doing data science is about learning from experimentation failures, but inadvertent errors can create enormous risks in model implementation. A Model Risk Management framework combines sound governance principles with end-to-end documentation in the design, development, validation, and deployment of new models in the business.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

CIO Business Intelligence

AUGUST 17, 2023

“Since the middle of last year, we’ve been analyzing the potential impact, opportunities, and risks of the speed of innovation in this area, as well as introduced policies and implemented measures to minimize risks,” he says. But overall, we see this as a huge opportunity.

Risk 91

Risk Cost-Benefit Strategy Experimentation 91

O'Reilly on Data

OCTOBER 13, 2020

In an incident management blog post , Atlassian defines SLOs as: “the individual promises you’re making to that customer… SLOs are what set customer expectations and tell IT and DevOps teams what goals they need to hit and measure themselves against. While useful, these constructs are not beyond criticism.

Management 240

Management Metrics Machine Learning Modeling 240

AWS Big Data

JULY 26, 2023

The vector engine supports a wide range of use cases across various domains, including image search, document search, music retrieval, product recommendation, video search, location-based search, fraud detection, and anomaly detection. One OCU can handle 4 million vectors for 128 dimensions or 500K for 768 dimensions at 99% recall rate.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Corinium

APRIL 25, 2019

For example, P&C insurance strives to understand its customers and households better through data, to provide better customer service and anticipate insurance needs, as well as accurately measure risks. Life insurance needs accurate data on consumer health, age and other metrics of risk.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

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.). TIME – time points of measured pain score and plasma concentration (in hrs). 2] Pumas AI Documentation, [link]. [3] In this tutorial we will use JupyterLab. and 3 to 8 hours.

Metrics 59

Metrics Data Science Knowledge Discovery Measurement 59

O'Reilly on Data

MAY 11, 2020

Television only lacked the immediate feedback that comes with clicks, tracking cookies, tracking pixels, online experimentation, machine learning, and “agile” product cycles. YouTube’s algorithm was measuring what kept viewers there the longest, not what they wanted to see, and feeding them more of the same.

Modeling 188

Modeling Advertising Recreation/Entertainment Metrics 188

Occam's Razor

AUGUST 22, 2011

Key To Your Digital Success: Web Analytics Measurement Model. " Measuring Incrementality: Controlled Experiments to the Rescue! Barriers To An Effective Web Measurement Strategy [+ Solutions!]. Measuring Online Engagement: What Role Does Web Analytics Play? "Engagement" How Do I Measure Success?

KPI 124

KPI Metrics Measurement ROI 124

Ontotext

NOVEMBER 2, 2023

This shift from relational to graph approach has been well-documented by Gartner who advise that “using graph techniques at scale will form the foundation of modern data and analytics” and “graph technologies will be used in 80% of data and analytics innovations by 2025.”

IT 69

IT Cost-Benefit Data-driven Technology 69

Occam's Razor

APRIL 8, 2013

First, you figure out what you want to improve; then you create an experiment; then you run the experiment; then you measure the results and decide what to do. For each of them, write down the KPI you're measuring, and what that KPI should be for you to consider your efforts a success. Measure and decide what to do.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

Cloudera

NOVEMBER 25, 2020

For example, it includes patient samples (blood, blood pressure, temperature, and more), patient information (age, gender, where they have lived, family situation, and other details), and treatment history, most of which is currently found only in paper documents.

Data Warehouse 58

Data Warehouse Unstructured Data Analytics Visualization 58

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. Code (62%) : Gen AI helps developers write code more efficiently and with fewer errors.

Cost-Benefit 91

Cost-Benefit Modeling Manufacturing Interactive 91

O'Reilly on Data

MARCH 23, 2023

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. Be very careful about documents that require any sort of precision. Still, I would want a human lawyer to review anything it produced; legal documents require precision.

IT 258

IT Modeling Testing Risk 258

Insight

MARCH 12, 2020

To collect these genre tags and other metadata, I took advantage of the well-documented Goodreads API. One way that we can get around this is to use the proportion of tags that fall into a given class as a measure of our degree of confidence in that class association. Unfortunately, that API does not permit collection of synopses.

Modeling 59

Modeling Metadata Publishing Sales 59

Sisense

JULY 15, 2020

This article will focus on the AI Research (AIR) team’s effort, specifically an experimental combination of Sisense BloX (actionable embedded analytics ) and Quest (an advanced analytics add-on for Sisense) which we called the SEIR app. Dozens of Sisensers took part in project SiCo to create this awesome COVID hub. Envisioning the SEIR app.

Analytics 90

Analytics Modeling Visualization Dashboards 90

The Unofficial Google Data Science Blog

JUNE 30, 2016

In an ideal world, experimentation through randomization of the treatment assignment allows the identification and consistent estimation of causal effects. This fact is well documented by Kang & Schafer (2007). In observational studies treatment is assigned by nature, therefore its mechanism is unknown and needs to be estimated.

Statistics 44

Statistics Optimization Modeling Experimentation 44

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). In 480 pages the book goes from from beginner's basics to a advanced analytics concepts. Clicks and outcomes.

Analytics 60

Analytics Metrics Marketing Dashboards 60

Domino Data Lab

AUGUST 26, 2019

To support the iterative and experimental nature of industry work, Domino reached out to Addison-Wesley Professional (AWP) for appropriate permissions to excerpt the “Tuning Hyperparameters and Pipelines” from the book, Machine Learning with Python for Everyone by Mark E. Beyond this, we also get a measure of the variability.

Testing 79

Testing Modeling Machine Learning Metrics 79