CIO

DECEMBER 10, 2024

Specify metrics that align with key business objectives Every department has operating metrics that are key to increasing revenue, improving customer satisfaction, and delivering other strategic objectives. Below are five examples of where to start. Gen AI holds the potential to facilitate that.

Weak Development Team 215

Weak Development Team Metrics Software Review Technical Review 215

O'Reilly Media - Data

AUGUST 7, 2018

New survey results highlight the ways organizations are handling machine learning's move to the mainstream. As machine learning has become more widely adopted by businesses, O’Reilly set out to survey our audience to learn more about how companies approach this work. What metrics are used to evaluate success?

Artificial Inteligence 216

Artificial Inteligence Machine Learning Survey Company 216

Netflix Tech

DECEMBER 17, 2024

This article is the first in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented as part of our annual internal Analytics Engineering conference. Subsequent posts will detail examples of exciting analytic engineering domain applications and aspects of the technical craft.

Analytics 84

Analytics Engineering Survey Metrics 84

CIO

SEPTEMBER 12, 2024

Zoho has updated Zoho Analytics to add artificial intelligence to the product and enables customers create custom machine-learning models using its new Data Science and Machine Learning (DSML) Studio. The advances in Zoho Analytics 6.0 The advances in Zoho Analytics 6.0

Analytics 197

Analytics Artificial Inteligence Machine Learning Generative AI 197

AWS Machine Learning - AI

OCTOBER 16, 2024

The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows. Some local shows feature Flemish dialects, which can be difficult for some large language models (LLMs) to understand. The secondary LLM is used to evaluate the summaries on a large scale.

Media 109

Media Video Artificial Inteligence Generative AI 109

CIO

NOVEMBER 21, 2024

For instance, an e-commerce platform leveraging artificial intelligence and data analytics to tailor customer recommendations enhances user experience and revenue generation. These metrics might include operational cost savings, improved system reliability, or enhanced scalability.

Strategy 183

Strategy Technical Advisors Agile Culture 183

O'Reilly Media - Ideas

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost.

Artificial Inteligence 128

Artificial Inteligence Construction Open Source Training 128

AWS Machine Learning - AI

NOVEMBER 20, 2024

The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries. The relevance of this context directly impacts the model’s ability to generate accurate and contextually appropriate responses.

Artificial Inteligence 108

Artificial Inteligence Applications Knowledge Base Generative AI 108

CIO

NOVEMBER 13, 2024

One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. And the second is deploying what we call LLM Suite to almost every employee. “We’re doing two things,” he says.

Weak Development Team 212

Weak Development Team Artificial Inteligence Technical Review Generative AI 212

CIO

NOVEMBER 6, 2024

According to the Institute of Agriculture and Natural Resources : “Of the current world production of more than 130 million metric tons of sugar, about 35% comes from sugar beet and 65% from sugar cane. million metric tons derives from sugar beet.” In the USA, about 50-55% of the domestic production of about 8.4

Artificial Intelligence 173

Artificial Intelligence Artificial Inteligence Metrics Compliance 173

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications.

Artificial Inteligence 89

Artificial Inteligence Generative AI Training Metrics 89

N2Growth Blog

NOVEMBER 5, 2024

For instance, Coca-Cola’s digital transformation initiatives have leveraged artificial intelligence and the Internet of Things to enhance consumer experiences and drive internal innovation. This holistic strategy should encompass all business areas, including operations, finance, marketing, and customer service.

Culture 161

Culture Artificial Intelligence Artificial Inteligence Strategic Planning 161

CIO

OCTOBER 10, 2024

Technologies such as artificial intelligence (AI), generative AI (genAI) and blockchain are revolutionizing operations. Aligning IT operations with ESG metrics: CIOs need to ensure that technology systems are energy-efficient and contribute to reducing the company’s carbon footprint.

Sustainability 187

Sustainability Innovation Blockchain Energy 187

TechCrunch

FEBRUARY 11, 2022

Artificial intelligence has infiltrated a number of industries, and the restaurant industry was one of the latest to embrace this technology, driven in main part by the global pandemic and the need to shift to online orders. How to choose and deploy industry-specific AI models. That need continues to grow. billion by 2025.

Artificial Inteligence 311

Artificial Inteligence Artificial Intelligence Machine Learning Analytics 311

CIO

NOVEMBER 29, 2022

In a bid to help enterprises offer better customer service and experience , Amazon Web Services (AWS) on Tuesday, at its annual re:Invent conference, said that it was adding new machine learning capabilities to its cloud-based contact center service, Amazon Connect. c (Sydney), and Europe (London) Regions.

Artificial Inteligence 167

Artificial Inteligence Machine Learning AWS Software Review 167

N2Growth Blog

DECEMBER 4, 2024

CMOs are now at the forefront of crafting holistic customer experiences, leveraging data analytics to gain insights into consumer behavior, and developing strategies that drive engagement across multiple channels. Enhancing decision-making comes from combining insights from marketing analytics and digital data to make informed choices.

Digital Marketing 138

Digital Marketing Marketing Artificial Inteligence Culture 138

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

Artificial Inteligence 86

Artificial Inteligence AWS Machine Learning Load Balancer 86

CIO

APRIL 25, 2024

Greater ease of use High-level users can leverage Copilot Builder in Einstein 1 Studio to build their own actions, but the beauty of the preprogrammed actions, Parulekar said, is that users can leverage them without having to train or fine-tune a large language model (LLM). Artificial Intelligence, Salesforce.com

Artificial Inteligence 183

Artificial Inteligence Analytics Artificial Intelligence Mobile 183

TechCrunch

JULY 20, 2022

Contentsquare remains focused on its original bread and butter, which is to say web and app analytics. and abroad , policymakers are eyeing restrictions on the amount of data advertisers can collect for targeting purposes, making certain analytics products less attractive. billion in transactions daily. .” In the U.S.

Analytics 235

Analytics Technical Review Artificial Inteligence Nonprofit 235

Palo Alto Networks

APRIL 2, 2024

Artificial intelligence (AI) plays a crucial role in both defending against and perpetrating cyberattacks, influencing the effectiveness of security measures and the evolving nature of threats in the digital landscape. A large language model (LLM) is a state-of-the-art AI system, capable of understanding and generating human-like text.

Artificial Inteligence 86

Artificial Inteligence Weak Development Team Artificial Intelligence Technical Advisors 86

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers.

Generative AI 104

Generative AI Video Engineering Artificial Inteligence 104

TechCrunch

NOVEMBER 14, 2021

And, we’ve also seen big advances in artificial intelligence. One thing that has clearly advanced substantially in the past decade or so is artificial intelligence. This sheer volume of data we are able to access, process and feed into models has changed AI from science fiction into reality in a few short years.

Industry 335

Industry Artificial Inteligence Data Artificial Intelligence 335

CIO

APRIL 8, 2024

Nearly 10 years ago, Bill James, a pioneer in sports analytics methodology, said if there’s one thing he wished more people understood about sabermetrics, pertaining to baseball, it’s that the data is not the point. Computer vision, AI, and machine learning (ML) all now play a role. Capel-Davies’ advice: Focus on communication.

Sport 177

Sport Games Analytics Artificial Inteligence 177

CIO

DECEMBER 6, 2023

Many enterprises are accelerating their artificial intelligence (AI) plans, and in particular moving quickly to stand up a full generative AI (GenAI) organization, tech stacks, projects, and governance. We think this is a mistake, as the success of GenAI projects will depend in large part on smart choices around this layer.

Artificial Inteligence 138

Artificial Inteligence Generative AI Enterprise Scalability 138

Crunchbase News

FEBRUARY 11, 2025

While large language models such as the offerings from OpenAI may have taken much of the oxygen out of the room, it represents just one example of where AI can add value. Aside from the competitive edge that comes from faster analytics, speed is the most important metric to focus on to reduce overall running costs.

Artificial Inteligence 82

Artificial Inteligence Technical Review Systems Review B2B 82

CIO

APRIL 25, 2024

During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs). We didn’t start with a very clear idea of what an LLM could do.”

Artificial Inteligence 209

Artificial Inteligence Generative AI Metrics Engineering 209

Hacker Earth Developers Blog

AUGUST 2, 2022

Artificial intelligence has generated a lot of buzz lately. More than just a supercomputer generation, AI recreated human capabilities in machines. Hiring activities of a company are mainly outsourced to third-party AI recruitment agencies that run machine learning-based algorithmic expressions on candidate profiles.

Software Engineering 246

Software Engineering Engineering Artificial Inteligence Software 246

Altexsoft

JULY 23, 2020

When speaking of machine learning, we typically discuss data preparation or model building. The fusion of terms “machine learning” and “operations”, MLOps is a set of methods to automate the lifecycle of machine learning algorithms in production — from initial model training to deployment to retraining against new data.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

TechCrunch

SEPTEMBER 8, 2022

But a particular category of startup stood out: those applying AI and machine learning to solve problems, especially for business-to-business clients. The platform is powered by large language models (think GPT-3) that reference several sources to find the most likely answers, according to co-founder Michael Royzen.

Artificial Inteligence 228

Artificial Inteligence Machine Learning Quality Assurance Software Engineering 228

TechCrunch

NOVEMBER 13, 2020

We asked survey respondents to assess a list of 16 technologies, from advanced analytics to quantum computing, and put each one into one of these four buckets. Here are the top five things that fell into the “learning and exploring” cohort, in ranked order: Blockchain. AI/machine learning. AI/machine learning.

Technology 337

Technology Enterprise Company Survey 337

AWS Machine Learning - AI

MARCH 20, 2025

Traditionally, transforming raw data into actionable intelligence has demanded significant engineering effort. It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats.

Data 104

Data Generative AI Artificial Inteligence Compliance 104

AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. Evaluation, on the other hand, involves assessing the quality and relevance of the generated outputs, enabling continual improvement.

Generative AI 102

Generative AI Applications AWS Knowledge Base 102

AWS Machine Learning - AI

APRIL 9, 2025

Amazon Q Business is a fully managed, generative AI-powered assistant that lets you build interactive chat applications using your enterprise data, generating answers based on your data or large language model (LLM) knowledge.

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Weak Development Team Metrics AWS Systems Review 70

CIO

AUGUST 9, 2024

At Atlanta’s Hartsfield-Jackson International Airport, an IT pilot has led to a wholesale data journey destined to transform operations at the world’s busiest airport, fueled by machine learning and generative AI. That enables the analytics team using Power BI to create a single visualization for the GM.”

Artificial Inteligence 190

Artificial Inteligence Data Machine Learning Azure 190

AWS Machine Learning - AI

NOVEMBER 15, 2024

Additional integrations with services like Amazon Data Firehose , AWS Glue , and Amazon Athena allowed for historical reporting, user activity analytics, and sentiment trends over time through Amazon QuickSight. The platform has delivered strong results across several key metrics. 2024, Principal Financial Services, Inc.

Generative AI 112

Generative AI AWS Groups Artificial Inteligence 112

CIO

APRIL 30, 2024

Tableau pitched its unveiling of Tableau Pulse last year as the harbinger of a new era of proactive analytics. This feature provides users the ability to explore metrics with natural language. Metrics Bootstrapping. Metric Goals. Artificial Intelligence, Business Intelligence, Data Visualization, Generative AI

Analytics 144

Analytics Artificial Inteligence Metrics Generative AI 144

CIO

MAY 21, 2024

ERP vendor Epicor is introducing integrated artificial intelligence (AI) and business intelligence (BI) capabilities it calls the Grow portfolio. Epicor Grow BI provides no-code technology to create visuals, metrics, and dashboards, and to pair data blueprints with other BI tools for maximum flexibility.

Artificial Inteligence 190

Artificial Inteligence Generative AI Artificial Intelligence Machine Learning 190