Tue.Feb 11, 2025

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10 Little-Known Python Libraries That Will Make You Feel Like a Data Wizard

KDnuggets

In this article, I will introduce you to 10 little-known Python libraries every data scientist should know.

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The Hidden Risks of Data-Driven Supply Chains

Smart Data Collective

More businesses are turning to big data to manage their supply chains, but this is creating many security risks as well.

Risk 66
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Creating a Useful Voice-Activated Fully Local RAG System

KDnuggets

This article will explore initiating the RAG system and making it fully voice-activated.

IT 104
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Functional Gaps in Your Data Transformation Testing Tools?

Wayne Yaddow

Managing tests of complex data transformations when automated data testing tools lack important features? Photo by Marvin Meyer on Unsplash Introduction Data transformations are at the core of modern business intelligence, blending and converting disparate datasets into coherent, reliable outputs. While many tools exist for basic data validationssuch as null checks, referential integrity, and common schema compliancemany advanced or domain-specific transformation scenarios remain insufficiently

Testing 52
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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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Preparing for AI

O'Reilly on Data

Submit a proposal for a talk at our new virtual conference, Coding with AI: The End of Software Development as We Know It.Proposals must be submitted by March 5; the conference will take place April 24, 2025, from 11AM to 3PM EDT. When tools like GitHub Copilot first appeared, it was received wisdom that AI would make programming easier. It would be a boon to new programmers at the start of their careers, just learning a few new programming languages.

Software 233
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10 Amazing Video Generation Tools You Need to Check Out Today!

Analytics Vidhya

AI-driven video generation is evolving at an unprecedented pace, with new models pushing the boundaries of creativity and realism. Notably, Chinese AI models are now taking the lead, showcasing remarkable advancements in text-to-video and image-to-video generation. From Kling AIs high-quality, lip-synced videos to Pikadditions and advanced motion control in Pika 2.1, these models are redefining […] The post 10 Amazing Video Generation Tools You Need to Check Out Today!

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Building a RAG-Based Research Assistant Using o3-mini and CrewAI

Analytics Vidhya

OpenAIs latest model, o3-mini, is revolutionizing coding tasks with its advanced reasoning, problem-solving, and code generation capabilities. It efficiently handles complex queries and integrates structured data, setting a new standard in AI applications. This article explores using o3-mini and CrewAI to build a Retrieval-Augmented Generation (RAG) research assistant agent that retrieves information from multiple PDFs […] The post Building a RAG-Based Research Assistant Using o3-mini and

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Is VMware really becoming the new mainframe?

CIO Business Intelligence

In the wake of Broadcoms acquisition of VMware, many CIOs have considered whether to drop VMware from their IT portfolios. But because the popular virtualization platform can be too expensive and pervasive to replace even if they may want to, they may find themselves with a mainframe-type of dilemma. The comparison of VMware to mainframes started as a bit of a joke for Gartner vice president analyst Michael Warrilow but the analogy holds up, to a point, he says.

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Building a RAG System for AI Reasoning with DeepSeek R1 Distilled Model

Analytics Vidhya

DeepSeek R1, released in January 2025 by Chinese AI startup DeepSeek, is making waves in the AI industry as an open-source language model that rivals some of the most advanced models like OpenAI’s o1.DeepSeek-R1 distinguishes itself through its mixture of experts (MoE) architecture, reinforcement learning techniques, and focus on reasoning capabilities, enabling it to perform […] The post Building a RAG System for AI Reasoning with DeepSeek R1 Distilled Model appeared first on Analyt

Modeling 180
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‘APT, CTI, EDR···’ 사이버보안 업계에 두문자어가 가득한 이유

CIO Business Intelligence

(SpaceX) (Tesla) , . 2010 . . . , . , . . , . . APT, CTI, DDoS, EDR, IAM, MDR, MSSP, SASE, SIEM . CISO , . ? CISO . , ? C-I-S-O ? SIEM ? ? ? ? , (GitHub) . . YARA . X( ) YARA (Yet Another Ridiculous Acronym). . , , , . , .

Sales 105
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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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Agri Bot: A Multilingual AI Agent for Farmers Using LangChain

Analytics Vidhya

In a recent hackathon, I developed Agri Bot, an AI-powered chatbot designed to assist farmers and agricultural enthusiasts by providing accurate and multilingual farming-related information. This article will walk you through the features, architecture, and code behind Agri Bot, showcasing how it leverages advanced technologies to create a user-friendly experience.

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Can serverless fix fintech’s scaling problem?

CIO Business Intelligence

Technology leaders in the financial services sector constantly struggle with the daily challenges of balancing cost, performance, and security the constant demand for high availability means that even a minor system outage could lead to significant financial and reputational losses. Add to this the escalating costs of maintaining legacy systems, which often act as bottlenecks for scalability.

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Multi-Agent LLM Workflow with LlamaIndex for Research & Writing

Analytics Vidhya

Large Language Model agents are powerful tools for automating tasks like search, content generation, and quality review. However, a single agent often cant do everything efficiently, especially when you need to integrate external resources (like web searches) and multiple specialized steps (e.g., drafting vs. reviewing). Multi-agent workflows allow you to split these tasks among different […] The post Multi-Agent LLM Workflow with LlamaIndex for Research & Writing appeared first on Ana

Modeling 140
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종속의 정석··· VM웨어는 메인프레임과 닮았다?

CIO Business Intelligence

VM , CIO VM . IT . . VM , . 2023 VM , . VM , , . VM CIO . VM . ? 1 , VM . , 4 600 , . VM , CIO VM . . CIO . , . VM . CIO VM . . . , VM CIO . , IT . .

IT 95
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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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Mistral AI Plans Multi-Billion-Euro Data Center in France

Analytics Vidhya

France is making big moves in the AI world. After Mistral AI launched Le Chat to take on OpenAI and DeepSeek models, the country is now stepping into the data center arena. This puts France in direct competition with Meta’s massive data center project and OpenAI’s Stargate project. This shows how serious France is about […] The post Mistral AI Plans Multi-Billion-Euro Data Center in France appeared first on Analytics Vidhya.

Modeling 140
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CRM ciudadano, el futuro de la relación entre administraciones y personas 

CIO Business Intelligence

La sociedad actual vive una revolucin digital sin precedentes, donde la experiencia de uso marca la diferencia entre una aplicacin exitosa o fallida. Este fenmeno ha generado un usuario que demanda cada vez ms de la experiencia digital, incluso en los servicios pblicos. En respuesta, la Administracin Pblica lleva aos en una cruzada por transformarse digital y tecnolgicamente, tanto internamente como de cara al ciudadano.

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Building an AI-Powered Learning Assistant with CrewAI

Analytics Vidhya

With the rapid advancements in AI, automating educational content creation has become more accessible and efficient. CrewAI is a powerful framework that enables developers to build AI-driven agents capable of handling structured workflows. In this guide, we demonstrate how to integrate CrewAI with OpenAIs GPT models and Serper API to create an intelligent learning assistant. […] The post Building an AI-Powered Learning Assistant with CrewAI appeared first on Analytics Vidhya.

Modeling 140
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Cerealto’s pursuit to find the right blend of tech and business targets

CIO Business Intelligence

The mission of aligning Cerealtos IT with business objectives is the ongoing responsibility of CIO Juan Manuel Garca Dujo. After more than a decade leading the digital transformation and cybersecurity initiatives of the services company, hes managed to forge a synergy where tech and information security are established as fundamental pillars for business success.

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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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Unleashing the Power of Accelerated Data Science With Dataiku and NVIDIA

Dataiku

In a recent Product Days session , Anjaney Srivastav , Head of Global Partner Enablement at Dataiku, joined forces with William Benton , Principal Product Architect at NVIDIA, to showcase how their collaboration is shaping the future of accelerated data science. This partnership between tech leaders Dataiku and NVIDIA is revolutionizing the capabilities of data science in a world where data-driven insights dictate the pace of innovation.

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The future of work: AI PCs with Intel at the core

CIO Business Intelligence

The market for AI PCs is gaining momentum. According to Canalys, 19% of PCs shipped in 2024 included dedicated low power AI processing chips (NPUs or Neural Processing Units) and this figure is projected to soar to 60% by 2027,, with the commercial sector leading the charge.[ 1 ] As businesses look to stay competitive in an AI-driven world, choosing the right technology will be critical to success.

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How to Solve the 3 Biggest Startup Marketing Challenges Using Analytics

Aryng

When it comes to startup marketing, theres limited resources, mounting pressure from investors, and a million channels to choose from. Its no wonder startup founders and executives lose sleep over these top 3 startup marketing challenges: High CAC: Why is our marketing spend so ridiculously high? Low revenue: Why arent we getting more conversions? Low […] The post How to Solve the 3 Biggest Startup Marketing Challenges Using Analytics appeared first on Aryng's Blog.

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Notre Dame se apunta un gran tanto con la actualización del estadio a Wi-Fi 6E

CIO Business Intelligence

Cuando 80.000 aficionados llenan el emblemtico estadio de ftbol de la Universidad de Notre Dame, Indiana (EE.UU), los sbados por la tarde en otoo para animar a los Fighting Irish, no faltan los gritos a todo volumen. Y ahora, gracias a una importante ampliacin de la red, no faltan las transmisiones de gran ancho de banda. El otoo pasado, Notre Dame se convirti en la primera universidad de EE.UU. en activar Wi-Fi 6E , el estndar relativamente nuevo que aprovecha el espectro inalmbrico de 6 GHz pa

IoT 82
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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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Mobile BI Tools Solve Many Enterprise Issues!

Smarten

Incorporate Data Into User Roles with Mobile BI! If you are a business executive or an IT professional, you have probably seen a number of articles about the importance of Business Intelligence in industry publications and trade journals. If you are still unconvinced or uncertain about the critical importance of business intelligence (BI) and analytics for businesses like yours, here are some sobering, surprising and impressive statistics to ponder.

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Salesforce bets big on Saudi Arabia with 500M USD AI investment

CIO Business Intelligence

Salesforce has announced a $500 million USD investment in Saudi Arabia, signaling its commitment to fostering innovation and economic growth in the region. The investment, unveiled at LEAP 2025, aims to bolster workforce development through AI skilling initiatives and expand Salesforces local partner ecosystem. This move follows Salesforces pledge at Davos to establish a new regional headquarters in Riyadh.

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칼럼 | GM 파이낸셜의 클라우드 현장 노트: 서버리스 전환 성공을 위한 KPI 설정 비법

CIO Business Intelligence

GM (GM Financial) (SVP) . , , . , . . 2019 , . , (RPA), , . , , . , . . . , IT , 60% , . . . , , : GDPR, PCI DSS , . , , . : , .

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Gcore Radar report reveals 56% year-on-year increase in DDoS attacks

CIO Business Intelligence

Gcore , the global edge AI, cloud, network, and security solutions provider, today announced the findings of its Q3-Q4 2024 Radar report into DDoS attack trends. DDoS attacks have reached unprecedented scale and disruption in 2024, and businesses need to act fast to protect themselves from this evolving threat. The report reveals a significant escalation in the total number of DDoS attacks and their magnitude, measured in terabits per second (Tbps).

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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.

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‘AI 에이전트를 직원처럼 관리···’ 워크데이, 역할 기반 AI 에이전트 솔루션 개발

CIO Business Intelligence

AI . , , , , . , , , . AI , , , , , . 9 (Workday Rising) AI (Recruiter), (Expenses), (Succession), (Optimize) AI 4 . , , , , , . , , . , , . AI AI . AI . . CEO , . CEO . , .

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How to strengthen the security of Oracle applications without relying on OAU

CIO Business Intelligence

Vendor support agreements have long been a sticking point for customers, and the Oracle Applications Unlimited (OAU) program is no different. The high costs and lack of flexibility associated with OAU puts its value into question and affects enterprises running on Oracle E-Business Suite, JD Edwards Enterprise One, PeopleSoft, Siebel CRM, Hyperion, and more.

Risk 59
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Workday aims to manage AI agents like employees

CIO Business Intelligence

California-based software provider Workday announced today the Workday Agent System of Record as part of its Workday Illuminate strategy to help organizations manage their AI agents. When you look across what capabilities are needed to manage employees and also role-based agents, these needs are actually tightly aligned with capabilities like lifecycle management, workforce optimization, governance, and compliance, said its chief product officer David Somers in a press conference.

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시스코, AI 중심 자격증 및 교육 프로그램 공개··· 입문자부터 전문가까지 지원

CIO Business Intelligence

EMEA AI AI . AI . AI , AI IT AI . . AI AI . . AI : NetAcad.com , AI , , . AI : U AI . : AI IT AI . , AI AI . , AI , . (Cisco Infrastructure Essentials, DCAIE) .

IT 52
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4 AI Hacks to Make Sales Teams More Efficient

Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.