Analytics Vidhya

JUNE 19, 2023

the world’s leading memory chip manufacturer, is set to revolutionize its chipmaking process using cutting-edge artificial intelligence (AI) and big data technology. This initiative aims to boost productivity, refine product quality, and compete with its major foundry rival, Taiwan Semiconductor Manufacturing Co.

Big Data 341

Big Data Manufacturing Technology Analytics 341

Analytics Vidhya

JULY 6, 2023

Introduction In this era of Generative Al, data generation is at its peak. Building an accurate machine learning and AI model requires a high-quality dataset.

Machine Learning 296

Machine Learning Modeling Analytics IT 296

O'Reilly on Data

OCTOBER 30, 2023

While I am heartened to hear that the Executive Order on AI uses the Defense Production Act to compel disclosure of various data from the development of large AI models, these disclosures do not go far enough. The EO seems to be requiring only data on the procedures and results of “Red Teaming” (i.e.

Measurement 298

Measurement Risk Modeling Metrics 298

O'Reilly on Data

APRIL 23, 2024

It’s not our data. Amazon aimed to help customers find the best quality and price for any one of millions of products. The internet giants succeeded by doing what they are now too often reviled for: extracting signal from massive amounts of data. Enter OpenAI, Anthropic, and their ilk. It’s our attention.

Advertising 270

Advertising Cost-Benefit Marketing Risk 270

Analytics Vidhya

DECEMBER 11, 2021

This article was published as a part of the Data Science Blogathon In this world, Agriculture and farming are some of the oldest professions. As the population grows high, the need to grow and yield more, better crops and the best quality also increases. New technologies like Artificial Intelligence (AI) and Blockchain come in handy.

Data Science 385

Data Science Publishing Technology Analytics 385

Analytics Vidhya

JULY 27, 2023

Introduction Language barriers can hinder global communication, but AI and natural language processing offer solutions. Language Models (LLMs) trained on vast text data have deep language understanding, enabling seamless translation between people of different languages.

Modeling 269

Modeling Analytics 269

Analytics Vidhya

APRIL 27, 2023

ChatGPT has transformed the content creation landscape, offering AI-driven solutions that generate high-quality text quickly and efficiently. However, some users face challenges accessing ChatGPT, such as login needs, slow content generation, data privacy, and limited editing options.

Data-driven 283

Data-driven Analytics 283

O'Reilly on Data

OCTOBER 24, 2023

Ever since the current craze for AI-generated everything took hold, I’ve wondered: what will happen when the world is so full of AI-generated stuff (text, software, pictures, music) that our training sets for AI are dominated by content created by AI. What does this mean for the quality of the output they generate?

Modeling 224

Modeling Statistics Software Reporting 224

Analytics Vidhya

MARCH 22, 2022

You have to find the right training weights, get the optimal learning rates, find the best hyperparameters and the architecture that will best suit your data and model. Put it along with not having enough quality data to train and the computational […].

Deep Learning 347

Deep Learning Optimization Modeling Analytics 347

CIO Business Intelligence

APRIL 17, 2024

Here at CIO.com we are committed to bringing you high-quality human-created insights, and we are excited to use new technologies to do so. Major news outlets are now regularly publicizing their stances on the use of Generative AI, or Gen AI, by journalists. Others suggest that generative AI will play a part in writing content.

Cost-Benefit 105

Cost-Benefit Interactive Publishing Technology 105

KDnuggets

FEBRUARY 2, 2022

Are you interested in learning more about how to analyze and improve the performance and trustworthiness of your machine learning models? Then this 4-week, live online course is for you.

Data Science 83

Data Science Management Machine Learning Modeling 83

DataKitchen

FEBRUARY 27, 2024

Your LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers The rise of Large Language Models (LLMs) such as GPT-4 marks a transformative era in artificial intelligence, heralding new possibilities and challenges in equal measure. Embedding: The retrieved data is encoded into embeddings that the LLM can interpret.

Data Quality 120

Data Quality Unstructured Data Testing Modeling 120

CIO Business Intelligence

APRIL 24, 2024

But the partnership seeks to go beyond Cognizant’s internal use, with Microsoft and Cognizant teaming up to promote generative AI use across Cognizant’s global client base through the advisory and digital transformation services arm of Cognizant’s business.

Enterprise 128

Enterprise Digital Transformation Consulting Risk 128

CIO Business Intelligence

FEBRUARY 8, 2024

No doubt, AI was the cutting-edge technology in 2023 that everyone was trying to keep pace with. People across industries envisioned AI as being the fuel for thousands of hours of time saved, replacing jobs to reduce costs, and unlocking innovation at a scale we have never before seen.

Cost-Benefit 119

Cost-Benefit Experimentation Interactive Risk 119

CIO Business Intelligence

DECEMBER 14, 2023

Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI). Manufacturers are attaining significant advancements in productivity, quality, and effectiveness with early use cases of AI and GenAI.

Manufacturing 143

Manufacturing Cost-Benefit Unstructured Data Optimization 143

CIO Business Intelligence

APRIL 16, 2024

While warp speed is a fictional concept, it’s an apt way to describe what generative AI (GenAI) and large language models (LLMs) are doing to exponentially accelerate Industry 4.0. I am fascinated and passionate about helping manufacturers leverage Gen AI-fueled edge deployments that break through legacy Industry 4.0

Manufacturing 142

Manufacturing Digital Transformation Risk Dashboards 142

CIO Business Intelligence

APRIL 25, 2024

Oracle is adding more AI capabilities to its Fusion Cloud CX that provides software for sales, marketing, and service teams across an enterprise, the company announced on Thursday. In May 2022, Oracle integrated its Customer Data Platform into its service software inside Cloud CX.

B2B 141

B2B IT Sales Marketing 141

CIO Business Intelligence

APRIL 1, 2024

Despite the promise generative AI holds for boosting corporate productivity, closing the gap between its potential and business value remains one of CIOs’ chief challenges. Sixty-six percent of C-level executives are ambivalent or dissatisfied with the progress of their AI or GenAI efforts, according to Boston Consulting Group 1.

Data Lake 142

Data Lake Consulting Uncertainty Risk 142

CIO Business Intelligence

MARCH 18, 2024

Amid the turbulence of AI, technologies are emerging rapidly, startups are clamoring for attention, and hyperscalers are scrambling to corral market share. AI moves fast, so we don’t want to delay. “AI AI moves fast, so we don’t want to delay. According to IDC , core IT spending for AI will grow from $235.6

Risk 133

Risk Cost-Benefit Data Processing Testing 133

CIO Business Intelligence

FEBRUARY 29, 2024

Manufacturers are increasingly looking to generative AI as a potential solution to these and other challenges. Research from Avanade , a technology expert that specialises in the Microsoft ecosystem and partner solutions, suggests that 92% of manufacturers aim to be AI-first within a year. Microsoft’s Copilot is a case in point.

Manufacturing 115

Manufacturing Unstructured Data Cost-Benefit Risk 115

CIO Business Intelligence

APRIL 25, 2024

Few companies operate at the scale that LinkedIn does or have access to similar troves of data. So the social media giant launched a generative AI journey and is now reporting the results of its experience leveraging Microsoft’s Azure OpenAI Service. Those first waves of hype around generative AI didn’t help.

IT 139

IT Experimentation Cost-Benefit Metrics 139

IBM Big Data Hub

FEBRUARY 16, 2024

A large, multinational automobile manufacturer responsible for producing millions of vehicles annually, engaged with IBM to streamline their manufacturing processes with seamless, automated inspections driven by real-time data and artificial intelligence (AI). The implementation costs were also lower than those of viable alternatives.

Manufacturing 102

Manufacturing Visualization Data-driven Measurement 102

AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Data governance is a critical building block across all these approaches, and we see two emerging areas of focus.

Data Governance 91

Data Governance Unstructured Data Metadata Data Lake 91

CIO Business Intelligence

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. The company now has several business processes fully automated with homegrown code and AI.

Data Lake 134

Data Lake Machine Learning Data Warehouse Unstructured Data 134

IBM Big Data Hub

FEBRUARY 13, 2024

Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.”

Enterprise 127

Enterprise Modeling Testing Data-driven 127

CIO Business Intelligence

MARCH 13, 2024

But hearing those voices, and how to effectively respond, is dictated by the quality of data available, and understanding how to properly utilize it. “We We know in financial services and in a lot of verticals, we have a whole slew of data quality challenges,” he says. Traditionally, AI data quality has been a challenge.”

Data Quality 105

Data Quality Digital Transformation Enterprise Marketing 105

Dataiku

SEPTEMBER 7, 2023

Databricks is the Data and AI company. More than 10,000 organizations worldwide — including Comcast, Condé Nast, and over 50% of the Fortune 500 — rely on the Databricks Lakehouse Platform to unify their data, analytics and AI. This article was written by our friends at Databricks.

Data Quality 64

Data Quality Data Analytics Analytics 64

CIO Business Intelligence

JANUARY 22, 2024

As enterprises become more data-driven, the old computing adage garbage in, garbage out (GIGO) has never been truer. The application of AI to many business processes will only accelerate the need to ensure the veracity and timeliness of the data used, whether generated internally or sourced externally.

Data Strategy 132

Data Strategy Strategy Data-driven Enterprise 132

CIO Business Intelligence

DECEMBER 18, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax For all the deserved enthusiasm about the potential of generative AI, “ ChatGPT is not your AI strategy ” remains sound advice. The key is making intentional choices about where the quality comes from. At first glance that might sound like a tradeoff.

Strategy 132

Strategy IT Uncertainty Machine Learning 132

CIO Business Intelligence

MARCH 13, 2024

Even though generative AI is a relatively new technology, it’s now difficult to imagine a world without it, given the impact it’s making, and the business value it can create. EY is one example of a company widely deploying gen AI. With the use of gen AI, the agents were, on average, able to resolve 14% more issues per hour.

IT 128

IT Consulting Testing Cost-Benefit 128

CIO Business Intelligence

FEBRUARY 9, 2024

Salesforce is working on adding two new prompt engineering features to its Einstein 1 platform to speed up the development of generative AI applications in the enterprise, a top executive of the company said.

Testing 135

Testing Enterprise Modeling Machine Learning 135

CIO Business Intelligence

DECEMBER 8, 2023

Barely a year after the release of ChatGPT and other generative AI tools, 75% of surveyed companies have already put them to work, according to a VentureBeat report. In AI parlance, they’re called hallucinations. Hallucinations occur when the data being used to train LLMs is of poor quality or incomplete.

Risk 122

Risk Finance Data Quality Modeling 122

IBM Big Data Hub

FEBRUARY 17, 2020

Imagine opening your mailbox and seeing a letter addressed to “current resident,” or having your financial institution’s AI powered digital assistant inform you that your replacement card is on its way to your old address.

Data Quality 93

Data Quality IT 93

Timo Elliott

NOVEMBER 13, 2023

Data is like children, it’s constantly on the move, and loves to get dirty — but holds out the promise of huge new value in the organization, thanks to Generative AI. IT organizations have good excuses: it’s hard to build executive enthusiasm for something as seemingly plumbing-related as data quality.

Data Quality 113

Data Quality ROI IT Analytics 113

CIO Business Intelligence

MARCH 12, 2024

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Still, gen AI for software development is in the nascent stages, so technology leaders and software teams can expect to encounter bumps in the road.

Software 131

Software Experimentation Testing Cost-Benefit 131

AWS Big Data

MARCH 12, 2024

In recent years, data lakes have become a mainstream architecture, and data quality validation is a critical factor to improve the reusability and consistency of the data. In this post, we provide benchmark results of running increasingly complex data quality rulesets over a predefined test dataset.

Data Quality 85

Data Quality Measurement Testing Visualization 85