CIO Business Intelligence

FEBRUARY 14, 2024

Introduce gen AI capabilities without thinking about data hygiene, he warns, and people will be disillusioned when they haven’t done the pre work to get it to perform optimally. This ITSM, ITIL style of discipline and portfolio management is going to come back because you definitely need that level of discipline for this new workload.”

IT 143

IT Metadata Data-driven Management 143

Domino Data Lab

SEPTEMBER 10, 2020

This means many projects get stuck in endless research and experimentation. A concise goal (“I want to save costs by optimizing my store staffing roster”) is much more likely to lead to a successful initiative than a broad statement (“I want to increase revenue in my retail stores”). Identify metrics that measure this variability.

Modeling 101

Modeling IT Data Science Experimentation 101

Sisense

JULY 24, 2019

When the app is first opened, the user may be searching for a specific song that was heard while passing by the neighborhood cafe, or the user may want to be surprised with, let’s say, a song from the new experimental album by a Yemen Reggae folk artist. There are many activities going on with AI today, from experimental to actual use cases.

Analytics 89

Analytics Experimentation Metadata Big Data 89

Cloudera

JANUARY 28, 2022

Customers vary widely on the topic of public cloud – what data sources, what use cases are right for public cloud deployments – beyond sandbox, experimentation efforts. Let’s start with our definition of a hybrid data cloud. A decision framework to automate and optimize workload execution.

Slice and Dice 109

Slice and Dice Cost-Benefit Risk Data Governance 109

DataRobot

JUNE 8, 2021

Because it quantitatively identifies the common attributes of members of a group, it can inspire new persona definitions. Because cluster analysis is an unsupervised algorithm, it does not attempt to select groups that optimize business goals. But despite the allure of a data-driven approach, cluster analysis is arbitrary.

Data-driven 98

Data-driven Testing Marketing Experimentation 98

Occam's Razor

OCTOBER 21, 2013

As an analyst, I was upset that this change would hurt my ability to analyze the effectiveness of my beloved search engine optimization (SEO) efforts – which are really all about finding the right users using optimal content strategies. These changes impact my AdWords spend sub-optimally. What Is Not Going Away.

Optimization 154

Optimization Reporting Experimentation Metrics 154

CIO Business Intelligence

JUNE 27, 2022

I do still contribute to open-source projects and when I can I try to contribute code to Sentry, but definitely not as much as I want. It’s not perfect by any means, and we are continuously breaking our own product, but it’s optimized for shipping new features to customers as quickly as we can. Is it still true today? .

Software 115

Software Experimentation Testing Marketing 115

Ontotext

MARCH 29, 2021

The authors of RDF-star proposed a new short syntax and because of its elegance, GraphDB optimized its persistence to nearly double the loading speed for dataset with lots of statement-level metadata. It is our hope that RDF-star is widely adopted and will be the definitive standard. . : id1 rdf:type rdf:Statement ; 3.

Metadata 59

Metadata IT Modeling Experimentation 59

Occam's Razor

APRIL 8, 2013

Sometimes, we escape the clutches of this sub optimal existence and do pick good metrics or engage in simple A/B testing. You're choosing only one metric because you want to optimize it. And with this new definition, over 80% of the early adopters were using the application regularly. But it is not routine.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

Occam's Razor

AUGUST 22, 2011

Build A Great Web Experimentation & Testing Program. Experimentation and Testing: A Primer. " The Definitive Guide To (8) Competitive Intelligence Data Sources! Web Analytics 101: Definitions: Goals, Metrics, KPIs, Dimensions, Targets. Search Engine Optimization (SEO) Metrics & Analytics. Got Surveys?

KPI 124

KPI Metrics Measurement ROI 124

Occam's Razor

SEPTEMBER 19, 2011

We have to do Search Engine Optimization. No answer is ever definitive, so act on the results immediately. * Even if you use other dedicated tools in the market that do "attribution modeling" you still won't get the precise answers you need to optimize your channels. We have to do Email Marketing.

Measurement 119

Measurement Advertising Testing Marketing 119

O'Reilly on Data

MAY 14, 2020

AI PMs should enter feature development and experimentation phases only after deciding what problem they want to solve as precisely as possible, and placing the problem into one of these categories. Experimentation: It’s just not possible to create a product by building, evaluating, and deploying a single model.

Management 363

Management Experimentation B2B Machine Learning 363

O'Reilly on Data

OCTOBER 19, 2021

While there isn’t an authoritative definition for the term, it shares its ethos with its predecessor, the DevOps movement in software engineering: by adopting well-defined processes, modern tooling, and automated workflows, we can streamline the process of moving from development to robust production deployments. This approach is not novel.

IT 346

IT Testing Experimentation Software 346

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. That’s looking at it the wrong way round.”

Cost-Benefit 136

Cost-Benefit Metrics Insurance Measurement 136

Occam's Razor

JULY 24, 2018

The ability to optimize landing pages. Ignore the metrics produced as an experimental exercise nine months ago. You’ll certainly need new talent, you’ll need a stronger strategic leader (less ink, more think ), you’ll need to identify specific analytics projects to deliver those metrics, and you’ll most definitely need funding.

Analytics 93

Analytics Metrics Strategy Measurement 93

Domino Data Lab

OCTOBER 2, 2019

This article covers causal relationships and includes a chapter excerpt from the book Machine Learning in Production: Developing and Optimizing Data Science Workflows and Applications by Andrew Kelleher and Adam Kelleher. As data science work is experimental and probabilistic in nature, data scientists are often faced with making inferences.

Machine Learning 68

Machine Learning Measurement Modeling Testing 68

datapine

MAY 20, 2020

With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. Whether you’re looking at consumer management dashboards and reports, every CRM dashboard template you use should be optimal in terms of design.

Dashboards 265

Dashboards Reporting KPI Visualization 265

Occam's Razor

FEBRUARY 26, 2008

1: Implement a Experimentation & Testing Program. # 1: Implement a Experimentation & Testing Program. The Google Website Optimizer is free ! Experimentation and Testing: A Primer. Build A Great Web Experimentation & Testing Program. # Experimentation and Testing: A Primer. 6: If All Else Fails.

Management 68

Management Experimentation Testing Strategy 68

Occam's Razor

DECEMBER 9, 2009

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] After a lot of experimentation and failures I have come to realize that often (if above conditions are met) Marketing is the best organization for Web Analytics to be in. You are out man!

Analytics 95

Analytics Data-driven Marketing Sales 95

DataKitchen

APRIL 13, 2021

Because it is such a new category, both overly narrow and overly broad definitions of DataOps abound. Observe, optimize, and scale enterprise data pipelines. . DataMo – Datmo tools help you seamlessly deploy and manage models in a scalable, reliable, and cost-optimized way. Monte Carlo Data — Data reliability delivered.

Testing 307

Testing Machine Learning Consulting Data Quality 307

AWS Big Data

OCTOBER 4, 2023

Business-driven domains – A DataZone domain represents the distinct boundary of a line of business (LOB) or a business area within an organization that can manage its own data, including its own data assets, its own definition of data or business terminology, and may have its own governing standards.

Metadata 98

Metadata Data Lake Publishing Data Governance 98

datapine

FEBRUARY 4, 2020

But first, we will start with a basic definition and some tips on creating these kinds of reports. If it has been optimized for SEO though, you shouldn’t stop measuring it after the first week, as it needs a couple of months to reach its “cruising traffic”, and you can get several thousands of monthly visits. Let’s dig deeper.

Reporting 280

Reporting Marketing Advertising Metrics 280

Occam's Razor

NOVEMBER 12, 2006

Stepping back for a moment here is the definition of conversion rate that is recommended: Conversion Rate = Outcomes / Unique Visitors. Focus on the Why (use Surveys or Lab Usability or Experimentation & Testing for example). Another reason is that we over estimate what is possible. For exhaustive details click here.

Measurement 99

Measurement Analytics Optimization Marketing 99

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). The book, like this blog, rips up that definition and provides a expanded and more realistic business focused world view.

Analytics 60

Analytics Metrics Marketing Dashboards 60

CIO Business Intelligence

JULY 7, 2023

There should be an optimal level of security controls, but these should not impede the employee experience or create friction in their workflows.” — Kieran Gilmurray ( @KieranGilmurray ), CEO at Digital Automation and Robotics Ltd. Caution is king, however.

Measurement 122

Measurement Risk Experimentation Enterprise 122

Corinium

APRIL 25, 2019

Yes, definitely! All assets need to be optimally leveraged for maximum business value while also being protected from misuse, whether there was malicious intent or not, and this needs to be the responsibility of whomever is responsible for that asset in the company. What do you recommend to organisations to help them overcome these?

Insurance 150

Insurance Risk IoT Cost-Benefit 150

Occam's Razor

AUGUST 12, 2013

In a recent post, Multi-Channel Attribution: Definitions, Models and a Reality Check , I outlined three distinct attribution challenges. The outcome in either scenario is a restructuring of the organization that is exquisitely geared towards taking advantage of portfolio optimization. . ~ Multi-Channel Attribution Analysis. ~

Modeling 161

Modeling Optimization Marketing Interactive 161

CIO Business Intelligence

JULY 3, 2023

In his case, that led to Johnson attaining the transformation role at Marvin and having direct responsibility for the transformation agenda, “which by definition, is how we’ll run the business in the future and the path from getting from here to there.” This has meant that Sezgin has embraced a culture of innovation and experimentation.

IT 115

IT Digital Transformation Strategy Technology 115

Alation

DECEMBER 14, 2021

These systems offer numerous web-centric features that bolster customer service and engagement, provide server scalability during periods of fluctuating traffic, and allow easy experimentation with new technologies and promotional strategies. Optimized business continuity. Let’s start with some simple definitions.

Cost-Benefit 52

Cost-Benefit Data Processing Optimization Consulting 52

AWS Big Data

MAY 24, 2023

When you build your transactional data lake using Apache Iceberg to solve your functional use cases, you need to focus on operational use cases for your S3 data lake to optimize the production environment. The following examples are also available in the sample notebook in the aws-samples GitHub repo for quick experimentation.

Data Lake 82

Data Lake Snapshot Metadata Optimization 82

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. Ensure a culture that supports a steady process of learning and experimentation. Brace yourselves for impact. Taking a pulse.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

AWS Big Data

JANUARY 24, 2023

The utility for cloning and experimentation is available in the open-sourced GitHub repository. A table in the Data Catalog is a metadata definition that represents the data in a data lake, and databases are used to organize these metadata tables. These mechanisms can be customized for your organization’s processes.

Data Architecture 65

Data Architecture Metadata Data Lake Snapshot 65

Domino Data Lab

JUNE 23, 2019

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. Yet, this challenge is not insurmountable. for what is and isn’t possible) to address these challenges.

Management 110

Management Machine Learning Experimentation Metrics 110

Domino Data Lab

JULY 2, 2019

SQL optimization provides helpful analogies, given how SQL queries get translated into query graphs internally , then the real smarts of a SQL engine work over that graph. The query graph provides metadata that gets leveraged for optimizations at multiple layers of the relational database stack. SQL and Spark. That’s good stuff.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

CIO Business Intelligence

MARCH 6, 2023

You definitely have to look at your own IT [department] structure with any kind of cloud adoption,” he says. “IT Despite all three teams reporting up a single leader, each team optimized for itself, resulting in individual stovepipes and technology inefficiencies, Stone says.

IT 140

IT Strategy Cost-Benefit Consulting 140

Domino Data Lab

MAY 8, 2019

In contrast, some researchers who are exploring the definitions, possibilities, and limitations of model interpretation point toward more comprehensive views. There’s no one-size-fits-all definition of what’s required across all verticals. Let’s look at two issues, both more social than technical, that bubble to the top of the list.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Occam's Razor

JULY 18, 2011

To not have it as an active part of your marketing portfolio is sub-optimal. Optimal Acquisition Email Metrics. This should drive aggressive experimentation of email content / offers / targeting / every facet by your team. Optimal (Website) Behavior Email Metrics. Optimal Outcomes Email Metrics. But there is more….

Metrics 137

Metrics Marketing Measurement Cost-Benefit 137