Thu.Jan 23, 2025

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A Guide to Deploying Machine Learning Models to Production

KDnuggets

Lets learn how to move your model from development into production.

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Advance top 2025 data initiatives with analyst firm-recognized erwin by Quest

erwin

Companies are leaning into delivering on data intelligence and governance initiatives in 2025 according to our recent State of Data Intelligence research. From increasing the strategic use of high-value data across organizations to advancing data and governance efforts to an AI-ready state, expectations are high for the contributions of data professionals in the year ahead.

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Stop! Do This Before Applying for Jobs

KDnuggets

Learn these 3 simple (but lengthy) steps that you need to take before applying for jobs.

89
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Create Doodles Using the Latest GenAI Feature on Samsung!

Analytics Vidhya

Following Apples advancements in generative AI last December, Samsung has stepped up with its own suite of AI-powered tools, unveiled at the Galaxy Unpacked 2025 event. Integrated into the One UI 7 software and powered by Googles Gemini, Samsungs ecosystem delivers a robust generative AI experience that rivals Apple and ChatGPT integrations. Among the standout […] The post Create Doodles Using the Latest GenAI Feature on Samsung!

Software 270
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State of AI in Sales & Marketing 2025

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.

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The Impact of the Cloud and AI on Evolving Data Platform Requirements

David Menninger's Analyst Perspectives

The degree to which data platforms are critical to efficient business operations cannot be overstated. Without data platforms, enterprises would be reliant on a combination of paper records, time-consuming manual processes and huge libraries of physical files to record, process and store business information. The extent to which that is unthinkable highlights the level at which todays enterprises and society as a whole rely on data platforms.

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OpenAI o3 Models Launching Soon: Features and Model Comparison

Analytics Vidhya

As artificial intelligence continues to evolve, OpenAI is all set to launch its latest AI reasoning models – the o3 family. This new lineup includes two primary models: o3 and o3-mini, promising significant advancements in AI capabilities. Sam Altman has recently announced that they would soon launch o3-mini as an API and on ChatGPT on […] The post OpenAI o3 Models Launching Soon: Features and Model Comparison appeared first on Analytics Vidhya.

Modeling 223

More Trending

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A Guide on Effective LLM Assessment with DeepEval

Analytics Vidhya

Evaluating Large Language Models (LLMs) is essential for understanding their performance, reliability, and applicability in various contexts. This evaluation process involves assessing models against established benchmarks and metrics to ensure they generate accurate, coherent, and contextually relevant responses, ultimately enhancing their utility in real-world applications.

Metrics 222
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Access Amazon S3 Iceberg tables from Databricks using AWS Glue Iceberg Rest Catalog in Amazon SageMaker Lakehouse

AWS Big Data

Amazon SageMaker Lakehouse enables a unified, open, and secure lakehouse platform on your existing data lakes and warehouses. Its unified data architecture supports data analysis, business intelligence, machine learning, and generative AI applications, which can now take advantage of a single authoritative copy of data. With SageMaker Lakehouse, you get the best of both worldsthe flexibility to use cost effective Amazon Simple Storage Service (Amazon S3) storage with the scalable compute of a da

Data Lake 121
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OpenAI Operators – ChatGPT Like Moment for AI Agents

Analytics Vidhya

Imagine a world where your to-do list magically takes care of itself. Need to book a flight? Done. Did you forget to order groceries? Handled. Want to create a meme for your group chat? Easy. This isnt mere talk anymore – its the reality OpenAI is building with Operator, a AI agent set to change […] The post OpenAI Operators – ChatGPT Like Moment for AI Agents appeared first on Analytics Vidhya.

Analytics 221
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Hacia el turismo inteligente: así evolucionará el sector gracias a la tecnología

CIO Business Intelligence

Aunque el hecho de viajar por temas relacionados con el ocio se remonta a las civilizaciones egipcia, griega y romana, el turismo dista mucho de ser un sector anclado en la Antigedad. Cierto es que perviven modelos que se basan en prcticas tradicionales, pero la tendencia es a que, si bien no siempre en la capa ms superficial, haya un fuerte trasfondo tecnolgico.

ROI 119
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How to Achieve High-Accuracy Results When Using LLMs

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

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MultiModal Agentic Framework to Create Real Estate Brochures

Analytics Vidhya

Multimodal agentic frameworks represent a cutting-edge approach in artificial intelligence, integrating various data typessuch as text, images, audio, and videoto enhance the capabilities of intelligent systems. These frameworks utilize intelligent agents that can autonomously process and analyze diverse information sources, enabling more nuanced understanding and decision-making.

Analytics 208
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How to inspire an AI growth mindset at your organization

CIO Business Intelligence

By Bryan Kirschner, Vice President, Strategy at DataStax Insight, expertise, and know-how. Discernment, comprehension, and adeptness. Acumen, sagacity, and skill. Judgment, shrewdness, and savvy. These words all capture variations on a theme: Applying knowledge is how people create value. Two of the most important levers for creating superior value arise from the insight domain (coming up with better ideas) and the know-how domain (delivering better execution).

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How to Fine-Tune Phi-4 Locally?

Analytics Vidhya

Unlocking the power of domain-specific Large Language Models like Microsoft Phi-4 requires the ability to fine-tune these models for specialized tasks. Fine-tuning Phi-4 on custom datasets helps tailor the model to perform optimally in specific domains, such as customer support, medical advice, or technical documentation. By leveraging LoRA (Low-Rank Adaptation) adapters, this process becomes more […] The post How to Fine-Tune Phi-4 Locally?

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FinOps automation: Raising the bar on lowering cloud costs

CIO Business Intelligence

IT professionals have been striving to manage cloud costs effectively since the inception of cloud computing. Those efforts have evolved into FinOps , a business discipline and a set of best practices to optimize cloud spending. Today, many organizations are applying automation to FinOps practices, which can produce even greater cost savings. Successful FinOps automation requires strategies that exploit efficiencies from every angle of cloud optimization.

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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

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!

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The Art of Getting Stuff Done with NVIDIA’s Kari Briski

Cloudera

Each quarter, well take a break from the regularly scheduled AI programming on The AI Forecast podcast to direct our attention to women leaders in technology. Well hear from powerful visionaries at the top of their fields as they share their journeys, the lessons they’ve learned, and the insights gleaned from their success. For the inaugural episode of Women Leaders in Technology on The AI Forecast, we welcomed Kari Briski – Vice President AI Software Product Management at NVIDIA.

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BMC Software survey: IT leaders bullish on generative and agentic AI

CIO Business Intelligence

Generative and agentic artificial intelligence (AI) have captured the imagination of IT leaders, but there is a significant gap between enthusiasm and implementation maturity for IT operations and service management, according to a new survey from BMC Software and Dimensional Research. The study polled 424 IT stakeholders responsible for some aspect of AI implementation across large and midsize organizations in a wide array of industries.

Software 114
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Why the Best Companies Think in Charts, Not Spreadsheets

BizAcuity

Imagine standing in the middle of a vast library with millions of books, but no catalog to guide you. Thats what it feels like to navigate todays world of data without visualization. In an age where every decision is tethered to data, the ability to interpret and communicate insights is transformative. Data visualization is the key that unlocks this potential, enabling companies to turn raw numbers into compelling stories that drive action and spark innovation.

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La preocupación por los costes pone en jaque las estrategias de IA de los CIO

CIO Business Intelligence

Los resultados cuestionables y la falta de confianza en los beneficios prometidos por la inteligencia artificial (IA) generativa estn demostrando ser barreras clave para la adopcin de esta tecnologa por parte de las empresas. Pero segn una encuesta reciente de IDC, la preocupacin por los costes es otro de los principales obstculos para la IA generativa, ya que el 46% de los ms de 1.000 profesionales de TI encuestados afirma que la falta de previsibilidad en los precios es un obstculo fundamental

ROI 111
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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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How employers can inspire software developers

CIO Business Intelligence

Software developers are in demand. Those with extensive experience in this profession and the latest qualifications are in a position to choose the jobs they want. This makes it necessary for companies to position themselves as an attractive employer. They must be developer-friendly because software development is not a traditional 9-to-5 job. An ideal working environment for this is based on three pillars: autonomy, collaboration and agility.

Software 111
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Regeneron and auticon open doors for autistic IT professionals

CIO Business Intelligence

Navigating the corporate world is challenging enough, but it can be especially difficult for autistic adults. According to the Autism Society, there are 5.4 million autistic adults in the US and among those with a college degree, up to 85% are either unemployed or underemployed. Additionally, autistic adults on average earn 40% less than their peers with other disabilities, and only 30% on average say they disclose theyre autistic to their employer, according to data from auticon, a leading empl

IT 105
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El ROI de la IA generativa no cumple las expectativas, pero se sigue creyendo en él

CIO Business Intelligence

La inteligencia artificial (IA), y la IA generativa en particular, siguen bombardeando la empresa, pero los beneficios obtenidos hasta la fecha no han sido tan grandes ni han llegado tan rpido como esperaban muchos lderes empresariales. As se desprende de la cuarta edicin trimestral del informe State of Generative AI in the Enterprise del Deloitte AI Institute publicado el martes.

ROI 102
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Revolutionizing procurement: How AI drives efficiency & profitability

CIO Business Intelligence

AI is set to transform business operations, with the complex area of procurement ripe for digital innovation that will drive tangible impact. Procurement plays a crucial role in organizational success because it directly impacts operational efficiency, cost-effectiveness, and customer satisfaction. However, supply chains are becoming more complex, and teams often lack real-time visibility into the movement of goods, leading to delays and difficulties in managing inventory.

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Enterprise ABM Marketing Tools: A Marketers Guide

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

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Tres promesas que los CIO deberían cumplir este 2025

CIO Business Intelligence

Casi todas las sorpresas tecnolgicas del ao pasado estuvieron relacionadas con la inteligencia artificial (IA), que fue tan publicitada en 2023 que todas las organizaciones tuvieron que probarla en uno o ms proyectos en 2024. Los departamentos de TI realizaron pruebas de concepto (PoC), pero algunos lderes empresariales ajenos a TI con prdidas y ganancias que gestionar tambin realizaron sus propios experimentos sin informar necesariamente a TI cuando lo hicieron.

Sales 98
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Are you equipped to face the changing profile of IT leadership?

CIO Business Intelligence

Analyzing current training programs for leaders is a good barometer to see how effective responses to change are against the needs of companies. Such a review was carried out by Harvard Business Publishing in its 2024 Global Leadership Development Study, which identifies a number of changes in relation to current core curricula. The scope of training programs for leaders has been expanded to include managing automation and robotization projects, as well as mastering ways to incorporate gen AI an

IT 95
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2025년 CIO가 반드시 지켜야 할 3가지 실천 과제

CIO Business Intelligence

2023 2024 AI . IT (PoC) , IT IT . AI . DX UST CIO IT , . IT , . UST AI , . , AI . 2024 PoC . AI . 5% . IT . , . . IT , AI . (USF) CIO AI . , IT . CIO AI , . AI . , , AI .

ROI 94
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Oracle’s growing impact in the Middle East: Driving AI and cloud innovation

CIO Business Intelligence

Oracle has played a pivotal role in the technological transformation of the Middle East over the past three decades, and the companys presence in the UAE and Saudi Arabia continues to grow stronger. At yesterdays Oracle Cloud Summit in Dubai, the company made several key announcements, highlighting not only its deepening commitment to the region but also the exciting trajectory of AI and cloud adoption across the UAE and KSA.

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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.