KDnuggets

JULY 17, 2025

Creating Lightweight Classes with namedtuple When you need a simple class just for grouping data, without methods, a namedtuple is a useful, memory-efficient option. It allows you to create tuple-like objects that have fields accessible by attribute lookup as well as being indexable and iterable.

Machine Learning

KDnuggets

AUGUST 4, 2025

In this article, we will explore five routine tasks that ChatGPT can handle if you use the right prompts, including cleaning and organizing the data. We’ll use a real data project from Gett, a London black taxi app similar to Uber, used in their recruitment process, to show how it works in practice. Here is the data description.

Machine Learning

CIO Business Intelligence

FEBRUARY 4, 2025

As a result, most businesses remain saddled with complexity, department silos, and old ways of doing things. We can choose to use AI to do the same things faster and better. Or we can make the right things more efficient while also charting a new path and harness this technology to truly transform into AI-first businesses.

Digital Transformation

CIO Business Intelligence

NOVEMBER 19, 2024

But with the advent of GPT-3 in 2020, LLMs exploded onto the scene, captivating the world’s attention and forever altering the landscape of artificial intelligence (AI), and in the process, becoming an essential part of our everyday computing lives. In 2024, a new trend called agentic AI emerged. They have no goal.

Cost-Benefit

CIO Business Intelligence

NOVEMBER 21, 2024

CIOs feeling the pressure to deploy successful AI projects have a second concern: that they don’t have the money to pull it off. Ninety percent of CIOs recently surveyed by Gartner say that managing AI costs is limiting their ability to get value from AI. It’s not just the cost of the AI.

Management

KDnuggets

JULY 11, 2025

By Vinod Chugani on July 11, 2025 in Artificial Intelligence Image by Author | ChatGPT Introduction The explosion of generative AI has transformed how we think about artificial intelligence. This roadmap provides a structured path to develop generative AI expertise independently.

Machine Learning

KDnuggets

AUGUST 5, 2025

By Abid Ali Awan , KDnuggets Assistant Editor on August 5, 2025 in Language Models Image by Author # Introduction Building complex AI systems is no small feat, especially when aiming for production-ready, scalable, and maintainable solutions. It consists of numerous integrations with AI models, tools, databases, and more.

Machine Learning

Jen Stirrup

JULY 12, 2025

The Growing AI Execution Crisis While the promise of artificial intelligence continues to capture headlines and boardroom discussions, a troubling reality has emerged in 2025: despite increasing AI investments, most organizations struggle to translate AI initiatives into meaningful business results.

Enterprise

KDnuggets

AUGUST 8, 2025

What if you could use AI to generate strategic feature engineering recommendations instantly? The AI Advantage in Feature Engineering Most automation focuses on efficiency — speeding up repetitive tasks and reducing manual work. But this workflow shows AI-augmented data science in action.

Data Science

AWS Big Data

DECEMBER 4, 2024

This week on the keynote stages at AWS re:Invent 2024, you heard from Matt Garman, CEO, AWS, and Swami Sivasubramanian, VP of AI and Data, AWS, speak about the next generation of Amazon SageMaker , the center for all of your data, analytics, and AI. The relationship between analytics and AI is rapidly evolving.

Data Analytics

CIO Business Intelligence

JULY 21, 2025

As artificial intelligence (AI) becomes deeply embedded in modern business — powering everything from customer service interactions to strategic decision-making — the need for clear, actionable policy is urgent. Recent surveys show 78% of organizations use AI in at least one business function — up from the 55% reported two years ago.

Enterprise

CIO Business Intelligence

NOVEMBER 19, 2024

The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data. The challenges of integrating data with AI workflows When I speak with our customers, the challenges they talk about involve integrating their data and their enterprise AI workflows.

Management

AWS Big Data

NOVEMBER 7, 2024

Amazon Redshift is a fully managed, AI-powered cloud data warehouse that delivers the best price-performance for your analytics workloads at any scale. Amazon Q generative SQL brings the capabilities of generative AI directly into the Amazon Redshift query editor. Your data is not shared across accounts.

Metadata

Jen Stirrup

AUGUST 2, 2025

The Critical Distinction Your Organization Can't Afford to Miss As an independent AI and Business Intelligence consultant who has worked with organizations across healthcare, hospitality, agriculture, and marketing, I've observed a clear pattern. What does this mean for your organization? " or "How many?"

Data-driven

KDnuggets

JULY 21, 2025

You know what you want to create, but the tool in your hand just isn’t cooperating. If you’ve ever stared at a jumble of code, willing your Matplotlib graph to look less like a messy output, you’re not alone. How do I stop my plots from looking like they’re from 1995?” “Is Sound familiar?

Machine Learning

KDnuggets

AUGUST 4, 2025

How it helps : When youre tweaking hyperparameters and testing different algorithms, keeping track of what worked becomes impossible without proper tooling. MLflow acts like a lab notebook for your ML experiments. It captures your model parameters, performance metrics, and the actual model artifacts automatically.

Machine Learning

KDnuggets

AUGUST 5, 2025

Learn how makefiles pulls it all together into one clean, repeatable workflow. When you want to format your code, its black. For linting, you run flake8 src tests. Before you know it, youre juggling a dozen different commands, and your teammates are doing the same thing slightly differently, too.

Testing

CIO Business Intelligence

MARCH 5, 2025

Two years of experimentation may have given rise to several valuable use cases for gen AI , but during the same period, IT leaders have also learned that the new, fast-evolving technology isnt something to jump into blindly. If its a buy, they should do these three things when recruiting vendors.

Testing

CIO Business Intelligence

JANUARY 9, 2025

This includes developing a data-driven culture where data and analytics are integrated into all functions and all employees understand the value of data, how to use it, and how to protect it. A strong CDO who can communicate and drive the strategy is essential for getting value out of these AI investments.

Risk

AWS Big Data

NOVEMBER 29, 2024

By using the AWS Glue OData connector for SAP, you can work seamlessly with your data on AWS Glue and Apache Spark in a distributed fashion for efficient processing. Create an Amazon Simple Storage Service (Amazon S3) bucket to store your SAP data. SAP source systems can hold historical data, and can receive constant updates.

Visualization

Jen Stirrup

AUGUST 7, 2025

Are you burning entire days wrestling with spreadsheets? If your team’s key decisions, reporting, or operations depend on a labyrinth of Excel files, you’re not alone—but you might be in what many professionals know as “Excel Hell.” ” The good news? There’s a smarter way forward.

Reporting

CIO Business Intelligence

JULY 23, 2025

AI is a boon for data analysis. As a result, they have access to information faster than ever before, and the traditional decision-making cycle has been reduced from weeks to seconds with AI-driven insights, leading Gartner to predict that 50% of business decisions will be augmented or automated by AI agents by 2027.

Digital Transformation

KDnuggets

JUNE 17, 2025

By Abid Ali Awan , KDnuggets Assistant Editor on June 17, 2025 in Language Models Image by Author I was first introduced to Modal while participating in a Hugging Face Hackathon, and I was genuinely surprised by how easy it was to use. We will also cover how to test your vLLM server using both CURL and the OpenAI SDK.

Machine Learning

CIO Business Intelligence

JANUARY 21, 2025

We may look back at 2024 as the year when LLMs became mainstream, every enterprise SaaS added copilot or virtual assistant capabilities, and many organizations got their first taste of agentic AI. CIOs were given significant budgets to improve productivity, cost savings, and competitive advantages with gen AI.

Cost-Benefit

CIO Business Intelligence

JANUARY 30, 2025

We all know technology moves fast and is only moving faster. Artificial Intelligence (AI) technologies are moving faster than previous technologies and it is transforming companies and industries at an extraordinary rate. There have been many organizations that state that AI governance should come from governments first.

Testing

CIO Business Intelligence

JUNE 2, 2025

For CIOs, IT staffing is a little like going to the dentist: You know itll be painful, but youll feel better once you deal with it. The most strategic CIOs arent just plugging holes but also redefining how their organization is building future-ready, resilient teams.

Insurance

CIO Business Intelligence

DECEMBER 18, 2024

How and why is Ingram Micro becoming a platform business? To be a platform business, you need a network, demand, supply, data, and a customer experience that differentiates. This data was created with both an AI ingestion factory and an operational data store, so that each transaction updates our records and improves our algorithms.

Digital Transformation

CIO Business Intelligence

JULY 10, 2025

But beyond the excitement surrounding Large Language Models (LLMs) and generative AI, a foundational transformation is also underway, one grounded in infrastructure, developer ecosystems, and operational control. Open-source innovation is at the heart of today’s most transformative AI breakthroughs. So, what’s driving this momentum?

Modeling

CIO Business Intelligence

JULY 1, 2025

Think of your enterprise AI strategy like a rocket. You can have the best design and the brightest minds behind it, but without the right fuel, it’ll never leave the launchpad. The fuel that AI needs is data, and the good news is that enterprises certainly no longer have to worry about finding enough AI data.

Data Strategy

DataKitchen

MAY 2, 2025

Is Your Team in Denial of Data Quality? Here’s How to Tell In many organizations, data quality problems fester in the shadowsignored, rationalized, or swept aside with confident-sounding statements that mask a deeper dysfunction. The woman on the phone saying, “The users know about thatthey have a workaround!”

Data Quality

KDnuggets

AUGUST 6, 2025

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on August 6, 2025 in Language Models Image by Author | Canva # Introduction Gemini CLI is Google’s new open-source AI assistant that runs in your terminal. You just need to login using your personal google account and it gives you access to Gemini 2.5

IT

KDnuggets

JULY 31, 2025

By KDnuggets on July 31, 2025 in Partners Sponsored Content Web data has become a key resource for businesses, whether youre running a startup or working at a Fortune 500 company. How to choose the best web scraping company? Scalability: What’s suitable for you at the moment of purchase may change as you grow.

Machine Learning

DataFloq

JULY 21, 2025

TL;DR Small language models (SLMs) are optimized generative AI solutions that offer cheaper and faster alternatives to massive AI systems, like ChatGPT Enterprises adopt SLMs as their entry point to generative AI due to lower training costs, reduced infrastructure requirements, and quicker ROI. What are small language models?

Modeling

CIO Business Intelligence

MARCH 26, 2025

While many organizations have already run a small number of successful proofs of concept to demonstrate the value of gen AI , scaling up those PoCs and applying the new technology to other parts of the business will never work until producing AI-ready data becomes standard practice.

Data Quality

Smart Data Collective

JULY 9, 2025

Cookies help us display personalized product recommendations and ensure you have great shopping experience. Accept X By using this site, you agree to the Privacy Policy and Terms of Use. You can now track every lead interaction, score potential buyers, and forecast conversions with a high level of precision. All Rights Reserved.

Sales

CIO Business Intelligence

DECEMBER 18, 2024

This year saw emerging risks posed by AI , disastrous outages like the CrowdStrike incident , and surmounting software supply chain frailties , as well as the risk of cyberattacks and quantum computing breaking todays most advanced encryption algorithms. Of these, AI is at the top of many CIOs minds. AI assessments will follow suit.

Risk

CIO Business Intelligence

JULY 28, 2025

A recognised authority on AI strategy and digital transformation, Kieran Gilmurray has spent over two decades helping organizations translate complex technologies into tangible business outcomes. With experience as a CIO, CTO, and Chief AI Officer, he has led large-scale automation and data initiatives across multiple industries.

Strategy