Occam's Razor

SEPTEMBER 19, 2011

This: You understand all the environmental variables currently in play, you carefully choose more than one group of "like type" subjects, you expose them to a different mix of media, measure differences in outcomes, prove / disprove your hypothesis (DO FACEBOOK NOW!!!), The nice thing is that you can also test that!

Measurement 120

Measurement Advertising Testing Marketing 120

O'Reilly on Data

OCTOBER 19, 2021

In this article, we want to dig deeper into the fundamentals of machine learning as an engineering discipline and outline answers to key questions: Why does ML need special treatment in the first place? An Overarching Concern: Correctness and Testing. However, the concept is quite abstract. Why did something break?

IT 364

IT Testing Experimentation Software 364

O'Reilly on Data

MAY 14, 2020

In our previous article, What You Need to Know About Product Management for AI , we discussed the need for an AI Product Manager. In this article, we shift our focus to the AI Product Manager’s skill set, as it is applied to day to day work in the design, development, and maintenance of AI products.

Management 364

Management Experimentation B2B Machine Learning 364

Rocket-Powered Data Science

FEBRUARY 15, 2023

Keep it agile, with short design, develop, test, release, and feedback cycles: keep it lean, and build on incremental changes. Test early and often. Encourage and reward a Culture of Experimentation that learns from failure, “ Test, or get fired! Test and refine the chatbot. Suggestion: take a look at MACH architecture.)

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

O'Reilly on Data

OCTOBER 13, 2020

Our previous articles in this series introduce our own take on AI product management , discuss the skills that AI product managers need , and detail how to bring an AI product to market. In Bringing an AI Product to Market , we distinguished the debugging phase of product development from pre-deployment evaluation and testing.

Management 314

Management Machine Learning Metrics Modeling 314

CIO Business Intelligence

APRIL 8, 2025

In this article, I am drawing from firsthand experience working with CIOs, CDOs, CTOs and transformation leaders across industries. Data quality must be embedded into how data is structured, governed, measured and operationalized. Continuous measurement of data quality. Measure and improve. Accuracy : Moderate (e.g.,

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

O'Reilly on Data

JUNE 24, 2020

You can’t control for, or even measure, several of these factors. Wearing masks as a prophylactic measure isn’t the big cultural leap that it has been in the United States. What’s most interesting is that the ability to self-organize probably wouldn’t have been on many lists prior to Tufekci’s article.

Measurement 335

Measurement Testing Interactive Modeling 335

datapine

OCTOBER 17, 2019

By the end of this article, making stunning and useful managerial reports will be second nature to you. As a Growthforce article states, management reporting helps answer some of the following questions for a CEO: “Am I pricing my jobs right? But before we get into the nitty-gritty, let’s give you a bit of background.

Reporting 263

Reporting Management Dashboards KPI 263

CIO Business Intelligence

JANUARY 30, 2025

This is the process that ensures the effective and efficient use of IT resources and ensures the effective evaluation, selection, prioritization and funding of competing IT investments to get measurable business benefits. You can also measure user AI skills, adoption rates and even the maturity level of the governance model itself.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

datapine

APRIL 16, 2019

By implementing the right reporting tools and understanding how to analyze as well as to measure your data accurately, you will be able to make the kind of data driven decisions that will drive your business forward. Qualitative data analysis is based on observation rather than measurement. Of course, this sounds incredible in theory.

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

O'Reilly on Data

DECEMBER 12, 2019

This article is meant to be a short, relatively technical primer on what model debugging is, what you should know about it, and the basics of how to debug models in practice. In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. Residual analysis.

Machine Learning 282

Machine Learning Modeling Testing Risk Management 282

datapine

JUNE 18, 2019

A data-driven finance report is also an effective means of remaining updated with any significant progress or changes in the status of your finances, and help you measure your financial results, cash flow, and financial position. We will explore even more examples of monthly reports later in the article. b) Measure Revenue Loss.

Reporting 251

Reporting Metrics KPI Finance 251

datapine

JULY 3, 2019

In a hyper-connected digital world driven by data, there has never been a better time for businesses to gather meaningful insights on their target prospects, in addition to measuring ongoing levels of commercial growth and performance. Social media KPIs are values that measure the performance of social media marketing (SMM) campaigns.

Metrics 219

Metrics KPI Strategy ROI 219

O'Reilly on Data

MARCH 7, 2019

The goal of this article is to share key lessons I learned along the way to help you build similar systems faster and better. If you don’t believe me, feel free to test it yourself with the six popular NLP cloud services and libraries listed below. Meet the language of emergency room triage notes. are written in English.

Deep Learning 279

Deep Learning Testing Machine Learning Modeling 279

datapine

APRIL 15, 2020

That said, in this article, we will go through both agile analytics and BI starting from basic definitions, and continuing with methodologies, tips, and tricks to help you implement these processes and give you a clear overview of how to use them. Your Chance: Want to test an agile business intelligence solution? Finalize testing.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

CIO Business Intelligence

NOVEMBER 13, 2024

Managers tend to incentivize activity metrics and measure inputs versus outputs,” she adds. Or instead of writing one article for the company knowledge base on a topic that matters most to them, they might submit a dozen articles, on less worthwhile topics. The solution is to rethink how companies give employees incentives.

IT 141

IT Consulting ROI Cost-Benefit 141

datapine

AUGUST 12, 2020

Your Chance: Want to test professional business reporting software? The examples of business reports that we used in this article can be utilized in many different industries, the data can be customized based on the factual information of the specific department, organization, company or enterprise. Let’s get started.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

datapine

JANUARY 6, 2022

Yet, before any serious data interpretation inquiry can begin, it should be understood that visual presentations of data findings are irrelevant unless a sound decision is made regarding scales of measurement. Interval: a measurement scale where data is grouped into categories with orderly and equal distances between the categories.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. We will go over them in the third part of this article.

Data Quality 241

Data Quality Metrics Data-driven Management 241

DataKitchen

OCTOBER 28, 2021

This article was originally published in Forbes. Authors of an article published by McKinsey Global Institute assert that “more human vigilance is needed to critically analyze the unfair biases that can become baked in and scaled by AI systems.” The car is tested before it is sold and then monitored while in operation.

Testing 130

Testing IT Manufacturing Machine Learning 130

datapine

APRIL 2, 2020

Your Chance: Want to test a professional KPI tracking software for free? By measuring KPIs regularly and automatically, you can increase productivity and decrease costs. . A KPI report is a tool that facilitates the measurement, collection, arrangement, analysis, and study of essential business KPIs over certain periods.

KPI 195

KPI Key Performance Indicator Software Dashboards 195

datapine

MAY 2, 2023

According to studies, 92% of data leaders say their businesses saw measurable value from their data and analytics investments. In this article, we’re going to examine examples and benefits of big data in logistics industry to fuel your imagination and get you thinking outside of the box.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

datapine

FEBRUARY 4, 2020

Management thinker Peter Drucker once stated, “if you can’t measure it, you can’t improve it” – and he couldn’t be more right. Below, in the article, we’ve gathered some of the marketing reports templates that can easily be used to perfect the efficiency of generating data and reduce the time needed to create it.

Reporting 280

Reporting Marketing Advertising Metrics 280

datapine

SEPTEMBER 6, 2022

That said, measuring the success of your those efforts is another great part of the job, and on many occasions, it can prove to be overwhelming as you need to use multiple tools to gather the data. Flesch reading ease: The Flesch reading ease is a readability test developed in the U.S Content Dashboard Examples & Templates.

Dashboards 179

Dashboards Reporting Metrics ROI 179

datapine

NOVEMBER 27, 2019

We detailed the benefits and costs of good or bad quality data in our previous article on data quality management , where you can read the five important pillars to follow. Another increasing factor in the future of business intelligence is testing AI in a duel. Exclusive Bonus Content: Get Our 2020 BI Trends Handbook For Free!

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Smart Data Collective

OCTOBER 8, 2022

Education Technology Magazine has published an article on some of the most surprising ways that cloud technology is changing academia. Cloud technology can help students prepare for the test, but they have to use it appropriately. The good news is that cloud technology makes it easier to understand the format of the test.

Technology 145

Technology Testing Data Processing Big Data 145

O'Reilly on Data

OCTOBER 11, 2022

Selenium , the first tool for automated browser testing (2004), could be programmed to find fields on a web page, click on them or insert text, click “submit,” scrape the resulting web page, and collect results. But the core of the process is simple, and hasn’t changed much since the early days of web testing. What’s required?

Data Integration 353

Data Integration Insurance Dashboards Data-driven 353

Rocket-Powered Data Science

JULY 21, 2023

Organizations are able to monitor integrity, quality drift, performance trends, real-time demand, SLA (service level agreement) compliance metrics, and anomalous behaviors (in devices, applications, and networks) to provide timely alerting, early warnings, and other confidence measures. As Splunk says, “Automate so you can innovate.”

Machine Learning 190

Machine Learning Metrics Internet of Things Reporting 190

datapine

FEBRUARY 10, 2021

Here we will present a social media dashboard definition, a guide on how to create one, and finalize with social media dashboard templates at the end of the article. Your Chance: Want to test a social media dashboard software for free? Your Chance: Want to test a social media dashboard software for free? We offer a 14-day trial.

Dashboards 193

Dashboards Scorecard KPI Metrics 193

CIO Business Intelligence

AUGUST 26, 2024

As a leader in enterprise Customer Experience (CX) , Avaya understands that while the technical challenges were significant, the true test lies in how organizations respond to such crises. Sources/References used in crafting this article: [link] Avaya’s survey on the biggest challenge contact center agents are facing today [link]

Measurement 26

Measurement Testing Strategy Enterprise 26

datapine

NOVEMBER 15, 2022

In this article, we will go deeper into the definition of product KPIs: what they are, who needs them, and why; then, we will go over the steps to find the best product success metrics; and finally, we will provide some useful examples. They can evaluate architectural measures, quality measures, software complexity, or functional size.

Metrics 141

Metrics KPI Measurement Dashboards 141

datapine

JANUARY 31, 2022

For example, in regards to marketing, traditional advertising methods of spending large amounts of money on TV, radio, and print ads without measuring ROI aren’t working like they used to. Everything is being tested, and then the campaigns that succeed get more money put into them, while the others aren’t repeated. The results?

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

CIO Business Intelligence

OCTOBER 15, 2024

But DevOps struck me as too dev-centric at the time, and my first articles questioned who owned DevOps and how DevOps was a major shift in practices. The crisis should be a warning to all CIOs who empower DevOps teams to accelerate continuous delivery without sufficient testing, rollback, monitoring, and other operational best practices.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

Smart Data Collective

NOVEMBER 24, 2021

In this article, we’ll take a closer look at why companies should seek new approaches to data analytics. This approach, which we call reactive data analytics, allows teams to quickly test and validate data-based hypotheses via the HADI (Hypothesis-Action-Data-Insight) cycle. Hypothesis definition. . Insight analytics.

Enterprise 134

Enterprise Testing Business Intelligence Data-driven 134

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. It’s by far the most convincing example of a conversation with a machine; it has certainly passed the Turing test. Tokens are significant parts of a word.

IT 348

IT Modeling Testing Risk 348

Smart Data Collective

FEBRUARY 20, 2022

In this article we will list 10 things AWS can do for your SaaS company. This article finally gets to the core question we started with: what can AWS do for your SaaS business? Amazon Web Services uses end-to-end security and hardening measures for its infrastructure, including physical, operational, and software measures.

Cost-Benefit 138

Cost-Benefit Data Lake Software Machine Learning 138

datapine

MARCH 22, 2019

Moreover, measuring these metrics will also avert potential customer frustrations, monitor customer satisfaction levels, and give you a more concrete, informed idea of how your customer-facing team is doing. How To Measure Customer Satisfaction? How To Measure Customer Satisfaction? Without further ado, let’s get going.

Metrics 134

Metrics Dashboards Measurement Interactive 134