O'Reilly on Data

MARCH 25, 2025

Lets be real: building LLM applications today feels like purgatory. Someone hacks together a quick demo with ChatGPT and LlamaIndex. Leadership gets excited. We can answer any question about our docs! But then reality hits. The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. We call this POC Purgatorythat frustrating limbo where you’ve built something cool but can’t quite turn it into something real.

Testing 174

Testing Data-driven Software Measurement 174

CIO Business Intelligence

MARCH 25, 2025

CIOs perennially deal with technical debts risks, costs, and complexities. While the impacts of legacy systems can be quantified, technical debt is also often embedded in subtler ways across the IT ecosystem, making it hard to account for the full list of issues and risks. Forrester reports that 30% of IT leaders struggle with high or critical debt, while 49% more face moderate levels.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

Smart Data Collective

MARCH 26, 2025

Empower your AI! Discover 4 leading dataset solutions for decentralized AI training that can elevate your business's capabilities.

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132

Analytics Vidhya

MARCH 25, 2025

Youve built applications with LLMs. Youve played with agents. Maybe youve even worked with LangChain, AutoGen, or OpenAIs Assistants API. Isnt it impressive how much these models can reason, understand, and generate? But the moment your agent needs to do something real, like check a database, read from a CRM, or fetch a Google Doc; […] The post How to Use MCP: Model Context Protocol appeared first on Analytics Vidhya.

Modeling 213

Modeling Analytics IT 213

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

If AI agents are going to deliver ROI, they need to move beyond chat and actually do things. But, turning a model into a reliable, secure workflow agent isn’t as simple as plugging in an API. In this new webinar, Alex Salazar and Nate Barbettini will break down the emerging AI architecture that makes action possible, and how it differs from traditional integration approaches.

Modeling

AWS Big Data

MARCH 25, 2025

Resilience has always been a top priority for customers running mission-critical Apache Kafka applications. Amazon Managed Streaming for Apache Kafka (Amazon MSK) is deployed across multiple Availability Zones and provides resilience within an AWS Region. However, mission-critical Kafka deployments require cross-Region resilience to minimize downtime during service impairment in a Region.

Metrics 85

Metrics Testing Management Risk 85

CIO Business Intelligence

MARCH 25, 2025

The proof of concept (POC) has become a key facet of CIOs AI strategies, providing a low-stakes way to test AI use cases without full commitment. But as enterprises increasingly experience pilot fatigue and pivot toward seeking practical results from their efforts , learnings from these experiments wont be enough the process itself may need to produce more targeted success rates.

ROI 127

ROI IT Experimentation Risk 127

Analytics Vidhya

MARCH 25, 2025

As AI models advance, their programming and software development capabilities have become key benchmarks. Two leading contenders in the coding scene are DeepSeek V3 and Claude 3.7. DeepSeek V3-0324, the latest from DeepSeek AI, comes with promising benchmark results on coding tasks. Meanwhile, Anthropics newest model, Claude 3.7, is a stronger generalist AI with superior […] The post DeepSeek V3-0324 vs Claude 3.7: Which is the Better Coder?

Software 188

Software Modeling Analytics 188

Smart Data Collective

MARCH 24, 2025

Smart businesses are using AI to streamline sales, enhance customer engagement, and drive revenue growth.

Sales 77

Sales Marketing 77

CIO Business Intelligence

MARCH 25, 2025

In a landmark move, the Abu Dhabi Government, Microsoft, and Core42 was made in the presence ofH.H. Sheikh Tahnoon bin Zayed Al Nahyan, Deputy Ruler of Abu Dhabi and Chairman of theArtificial Intelligence and Advanced Technology Council, and Khaldoon Al Mubarak, Chairman of theExecutive Affairs Authorityand member of the Artificial Intelligence and Advanced Technology Council will create a unified, high-performance sovereign cloud computing environment capable of processing over 11 million daily

Digital Transformation 111

Digital Transformation Data-driven Interactive Strategy 111

KDnuggets

MARCH 24, 2025

Check out the story of a Reddit user who has achieved success by following 7 simple rules.

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119

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

Enterprise

Analytics Vidhya

MARCH 25, 2025

Ray has emerged as a powerful framework for distributed computing in AI and ML workloads, enabling researchers and practitioners to scale their applications from laptops to clusters with minimal code changes. This guide provides an in-depth exploration of Ray’s architecture, capabilities, and applications in modern machine learning workflows, complete with a practical project implementation.

Machine Learning 173

Machine Learning Analytics 173

Smart Data Collective

MARCH 28, 2025

AI is transforming SEO by enhancing content strategies, optimizing search rankings, and driving more organic traffic.

Optimization 65

Optimization Strategy Marketing 65

CIO Business Intelligence

MARCH 25, 2025

La prueba de concepto (POC) se ha convertido en una faceta clave de las estrategias de inteligencia artificial (IA) de los CIO , ya que proporciona una forma de bajo riesgo de probar casos de uso de IA sin un compromiso total. Pero a medida que las empresas experimentan cada vez ms fatiga piloto y se vuelcan en la bsqueda de resultados prcticos de sus esfuerzos , los aprendizajes de estos experimentos no sern suficientes; es posible que el proceso en s mismo deba producir tasas de xito ms especf

ROI 99

ROI Strategy Marketing IT 99

KDnuggets

MARCH 26, 2025

Check out this step-by-step guide to building a speech-to-text system with PyTorch & Hugging Face.

113

113

Advertiser: ZoomInfo

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

Sales

Analytics Vidhya

MARCH 25, 2025

OpenAIs Agent SDK has taken things up a notch with the release of its Voice Agent feature, enabling you to create intelligent, real-time, speech-driven applications. Whether you’re building a language tutor, a virtual assistant, or a support bot, this new capability brings in a whole new level of interactionnatural, dynamic, and human-like. Lets break it […] The post How to Build Multilingual Voice Agent Using OpenAI Agent SDK?

Analytics 178

Analytics IT 178

Smart Data Collective

MARCH 26, 2025

Generative AI is revolutionizing video production, making high-quality content creation faster, more affordable, and accessible to more creators.

65

65

CIO Business Intelligence

MARCH 25, 2025

With the Digital Agenda , the European Union is creating clear and uniform rules for the responsible use of data and artificial intelligence. In addition to the General Data Protection Regulation which went into effect in May 2018 its current focus is on the EU AI Act and the EU Data Act. The EU AI Act will be implemented in stages over the next two years, starting in February 2025, and the EU Data Act will be implemented in stages starting in fall 2025.

IT 95

IT Key Performance Indicator Risk Reporting 95

KDnuggets

MARCH 25, 2025

In this article, I will go through 5 pointers on how to help you secure your dream job.

Machine Learning 109

Machine Learning 109

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Strategy

Analytics Vidhya

MARCH 25, 2025

How can you ensure your machine learning models get the high-quality data they need to thrive? In todays machine learning landscape, handling data well is as important as building strong models. Feeding high-quality, well-structured data into your models can significantly impact performance and training speed. The TensorFlow Dataset API simplifies this process by offering set […] The post Building TensorFlow Pipelines with Vertex AI appeared first on Analytics Vidhya.

Machine Learning 160

Machine Learning Structured Data Modeling Analytics 160

Dataiku

MARCH 26, 2025

This article was written by Mark Palmer, host of Executive Programs for Dataiku. Mark is a data and AI industry analyst for Warburg Pincus and a board member for six AI, data management, and data science companies. Time Magazine named him A Tech Pioneer Who Will Change Your Life. Mark is a LinkedIn Top Voice in Data Analytics.

Data Processing 52

Data Processing Data Science Data Analytics Management 52

CIO Business Intelligence

MARCH 25, 2025

As the world becomes increasingly globalized, businesses need to adapt which is why language translation has never been more important. Whether translating content to reach global audiences, adapting product manuals for user safety and compliance, or facilitating seamless communication through real-time speech translation in customer support or business meetings, the ability to translate with accuracy, context, and speed is vital.

Manufacturing 104

Manufacturing Testing Publishing Modeling 104

KDnuggets

MARCH 25, 2025

Want to make data cleaning more enjoyable? These pandas one-liners for data cleaning will help you get more done with less!

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Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

Testing

Analytics Vidhya

MARCH 26, 2025

How do we keep AI safe and helpful as it grows more central to our digital lives? Large language models (LLMs) have become incredibly advanced and widely used, powering everything from chatbots to content creation. With this rise, the need for reliable evaluation metrics has never been greater. One critical measure is toxicityassessing whether AI […] The post Evaluating Toxicity in Large Language Models appeared first on Analytics Vidhya.

Modeling 154

Modeling Metrics Measurement Analytics 154

Dataiku

MARCH 25, 2025

As IT leaders integrate LLM-powered agentic applications into their enterprise stack, performance measurement becomes critical. Unlike traditional applications, these systems can take on open-ended questions and generate novel responses, making quality assessment more complex than conventional software performance monitoring.

Measurement 52

Measurement Software Enterprise IT 52

CIO Business Intelligence

MARCH 25, 2025

Heineken ha anunciado en sociedad su primer laboratorio global de inteligencia artificial (IA) generativa en Singapur. Una iniciativa que nace con la misin de impulsar el valor comercial de la marca y acelerar el viaje de transformacin digital de la cervecera. Con esta maniobra la organizacin busca mejorar a partir de la IA generativa el crecimiento, la productividad y la interaccin con los clientes en las operaciones globales de la empresa.

Marketing 71

Marketing Technology 71

KDnuggets

MARCH 27, 2025

This guide provides a detailed, step-by-step explanation of how to connect ChatGPT with Google Sheets, along with practical examples and advanced features to make the most of this integration.

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105

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

Technology

Analytics Vidhya

MARCH 26, 2025

Google has introduced the Google Gen AI Toolbox for Databases, an open-source Python library designed to simplify database interaction with GenAI. By converting natural language queries into optimized SQL commands, the toolbox eliminates the complexities of SQL, making data retrieval more intuitive and accessible for both developers and non-technical users.

Interactive 152

Interactive Optimization Analytics IT 152

Dataiku

MARCH 27, 2025

In an era where AI is redefining business norms, the stakes for corporate leadership have never been higher. According to The Global AI Confessions Report: CEO Edition, a Harris Poll survey conducted on behalf of Dataiku, CEOs worldwide are grappling with the urgent mandate to turn AI ambition into real business outcomes. Whats at stake? Only corporate survival.

Reporting 52

Reporting 52

CIO Business Intelligence

MARCH 26, 2025

Cleveland Clinic and G42 have entered into a strategic collaboration to advance the adoption ofartificial intelligence (AI) in healthcare, marking yet another major step in realizing AIs potential in medicine. The partnership will create a joint task forceto assess, prioritize, and expedite AI-powered efforts to enhance patient care, medical research, and operational efficiency.

Data-driven 64

Data-driven Optimization Big Data Data Analytics 64

KDnuggets

MARCH 24, 2025

Check out these data sources that you may not have known about previously.

100

100

Advertiser: ZoomInfo

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

Reporting