O'Reilly on Data

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. What is it, how does it work, what can it do, and what are the risks of using it? A quick scan of the web will show you lots of things that ChatGPT can do. It’s much more.

IT 267

IT Modeling Testing Risk 267

Analytics Vidhya

SEPTEMBER 30, 2022

Introduction Evaluation metrics are used to measure the quality of the model. This article was published as a part of the Data Science Blogathon. Selecting an appropriate evaluation metric is important because it can impact your selection of a model or decide whether to put your model into production.

Metrics 397

Metrics Measurement Data Science Publishing 397

KDnuggets

OCTOBER 14, 2024

This article will explore key metrics and strategies to assess AI adoption and its broader impact on an organization.

Measurement 134

Measurement Metrics Strategy IT 134

Analytics Vidhya

APRIL 11, 2023

China’s Cyberspace Administration has released draft measures for managing generative AI services. China Unveils New Regulations for Artificial Intelligence In a move to strengthen its position as a global AI leader, China has taken a bold step to regulate generative AI.

Measurement 306

Measurement Management Analytics IT 306

Analytics Vidhya

AUGUST 5, 2022

Measuring the strength of that relationship […]. Introduction One of the most important applications of Statistics is looking into how two or more variables relate. Hypothesis testing is used to look if there is any significant relationship, and we report it using a p-value.

Statistics 375

Statistics Measurement Testing Data Science 375

CIO Business Intelligence

SEPTEMBER 17, 2024

CISOs can only know the performance and maturity of their security program by actively measuring it themselves; after all, to measure is to know. However, CISOs aren’t typically measuring their security program proactively or methodically to understand their current security program.

Measurement 111

Measurement Metrics Risk Dashboards 111

Analytics Vidhya

JUNE 17, 2024

Introduction A fundamental component of statistical technique, regression analysis is essential for examining and measuring connections between variables. Its uses are numerous and diverse, from forecasting financial trends to evaluating medical results. Overview What is Regression Analysis?

Statistics 319

Statistics Forecasting Measurement Analytics 319

Analytics Vidhya

JULY 15, 2024

Think of time complexity as the clock ticking away, measuring how long an algorithm takes to complete based on the size of its input. Introduction Have you ever wondered what makes some algorithms faster and more efficient than others? It all boils down to two crucial factors: time and space complexity.

Measurement 319

Measurement Analytics IT Machine Learning 319

Analytics Vidhya

MARCH 8, 2024

Google has unveiled its strategic measures to counter the proliferation of AI-generated spam and enhance the quality of search results. These updates signify a significant shift in Google’s approach to combatting low-value content and maintaining the integrity of its search engine.

Measurement 317

Measurement Analytics IT 317

Analytics Vidhya

OCTOBER 28, 2023

This puzzle revolves around measuring a specific quantity of water using multiple jugs, each with varying capacities. Introduction The water jug problem, also known as the ‘water-pouring problem’ or ‘die hard problem,’ is a classic challenge in artificial intelligence and computer science.

Measurement 343

Measurement Analytics IT 343

Analytics Vidhya

DECEMBER 20, 2023

This comprehensive strategy mainly aims to measure and forecast potential risks associated with AI development. OpenAI, the renowned artificial intelligence research organization, has recently announced the adoption of its new preparedness framework.

Forecasting 337

Forecasting Measurement Strategy Risk 337

David Menninger's Analyst Perspectives

FEBRUARY 24, 2022

It means the workforce in many organizations does not have access to the same information by which they are being measured. Less than one-quarter (23%) report that one-half or more of their workforce is using analytics and BI. This is a problem. It means organizations must find other ways to communicate with, and manage, the workforce.

Analytics 340

Analytics Business Intelligence Measurement Reporting 340

Analytics Vidhya

JUNE 14, 2024

It covers examples such as drink sizes and professional ranks, applications in subjective evaluations like customer satisfaction surveys, appropriate statistical measures, and the qualitative nature of ordinal data. Understanding this data is […] The post Understanding and Using Ordinal Data appeared first on Analytics Vidhya.

Statistics 304

Statistics Measurement Analytics IT 304

O'Reilly on Data

OCTOBER 12, 2021

First, we wondered about code quality. There are lots of ways to solve a given programming problem; but most of us have some ideas about what makes code “good” or “bad.” ” Is it readable, is it well-organized? Things like that. Do we care whether it’s readable? I don’t need to understand it.

Testing 306

Testing Measurement Consulting Modeling 306

O'Reilly on Data

OCTOBER 30, 2023

These should not be a random grab-bag of measures thought up by outside regulators or advocates, but disclosures of the actual measurements and methods that the companies use to manage their AI systems. Given the importance of intellectual property to the modern economy, copyright ought to be an important part of this executive order.

Measurement 304

Measurement Risk Metrics Modeling 304

Analytics Vidhya

JULY 19, 2024

Now for the intriguing Levenshtein Distance: it measures the amount of work needed to change one sequence into another, providing an effective tool for […] The post What is Levenshtein Distance? Introduction As you work on a significant document, let’s say you see you’ve spelled a word incorrectly.

Measurement 282

Measurement Analytics IT 282

David Menninger's Analyst Perspectives

NOVEMBER 9, 2021

If an organization goes through the trouble of measuring and reporting on a metric, the analysis ought to include all the information needed to evaluate that metric effectively. How does your organization define and display its metrics? I believe many organizations are not defining and displaying metrics in a way that benefits them most.

Metrics 328

Metrics KPI Measurement Reporting 328

Analytics Vidhya

FEBRUARY 20, 2024

In a bid to bolster cybersecurity measures, Google has unveiled Magika, an AI-driven file detection tool aimed at identifying malicious files with unprecedented speed and accuracy.

Deep Learning 289

Deep Learning Measurement Modeling Analytics 289

Analytics Vidhya

DECEMBER 11, 2023

In this guide, we’ll explore the vital role of algorithm efficiency and its measurement using notations. Introduction In the world of technology, understanding algorithm efficiency is like having a superpower. Algorithm efficiency isn’t just for computer scientists; it’s for anyone who writes code.

Measurement 305

Measurement Optimization Technology Analytics 305

CIO Business Intelligence

JUNE 11, 2024

A 1958 Harvard Business Review article coined the term information technology, focusing their definition on rapidly processing large amounts of information, using statistical and mathematical methods in decision-making, and simulating higher order thinking through applications.

IT 136

IT Digital Transformation Broadcasting Business Objectives 136

Analytics Vidhya

MARCH 1, 2024

Introduction The Hamming Distance Algorithm is a fundamental tool for measuring the dissimilarity between two pieces of data, typically strings or integers. It calculates the number of positions at which the corresponding elements differ.

Measurement 284

Measurement Analytics IT Deep Learning 284

CIO Business Intelligence

MAY 22, 2024

Difficulties estimating or demonstrating the value of AI technologies to the business have been or will be a top barrier to their implementation, according to a recent Gartner survey of more than 700 IT leaders at organizations that have adopted or plan to adopt AI. Nearly half of respondents pointed to challenges with showing its value.

ROI 143

ROI IT Measurement Cost-Benefit 143

O'Reilly on Data

JULY 28, 2020

If you’re an AI product manager (or about to become one), that’s what you’re signing up for. Identifying the problem. The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded. Is it a problem that should be solved?

Marketing 363

Marketing Experimentation Metrics Testing 363

CIO Business Intelligence

OCTOBER 1, 2024

Measure everything Looking for ROI too soon is often a product of poor planning, says Rowan Curran, an AI and data science analyst at Forrester. Measure everything Looking for ROI too soon is often a product of poor planning, says Rowan Curran, an AI and data science analyst at Forrester. But an AI reset is underway.

ROI 131

ROI IT Measurement Experimentation 131

CIO Business Intelligence

SEPTEMBER 17, 2024

The list of measures he proposes is 170 points long and is presented in roughly 300 pages. I put long-awaited in quotation marks because, although it is described as such, it takes a certain masochistic disposition to look forward to a slap in the face like this. It’s pure horror reading. In fact, IT is the culprit in the whole drama.

IT 136

IT Reporting Manufacturing Metrics 136

CIO Business Intelligence

JULY 25, 2024

IT managers are often responsible for not just overseeing an organization’s IT infrastructure but its IT teams as well. To succeed, you need to understand the fundamentals of security, data storage, hardware, software, networking, and IT management frameworks — and how they all work together to deliver business value.

IT 131

IT Management Risk Risk Management 131

Analytics Vidhya

FEBRUARY 5, 2023

Big data is nothing but the vast volume of datasets measured in terabytes or petabytes or even more. Introduction In this technical era, Big Data is proven as revolutionary as it is growing unexpectedly. According to the survey reports, around 90% of the present data was generated only in the past two years.

Big Data 290

Big Data Measurement Reporting Analytics 290

CIO Business Intelligence

OCTOBER 4, 2024

It may happen that sensitive information is affected in this process, so it’s crucial that client companies agree on measures to protect these assets during the execution of the contract. “If In another, an external data center was dismantled after being acquired by another company.

IT 121

IT Measurement Risk Strategy 121

datapine

FEBRUARY 9, 2024

The process helps businesses and decision-makers measure the success of their strategies toward achieving company goals. How does Company A measure the success of each individual effort so that it can isolate strengths and weaknesses? Key performance indicators enable businesses to measure their own ability to set and achieve goals.

KPI 221

KPI Management Key Performance Indicator Measurement 221

Analytics Vidhya

AUGUST 7, 2023

In music composition, generative AI empowers creators to generate new warbles, chimes, measures, and even entire songs. Introduction Generative AI is artificial intelligence that can produce new data, similar to textbooks, images, or music.

Measurement 271

Measurement Technology Analytics IT 271