Wed.Jan 22, 2025

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Mastering Python’s Built-in Statistics Module: A Complete Guide to Essential Functions

KDnuggets

Let's have a look at the different functions included within the statistics module, and point to more in-depth tutorials on each of them individually.

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How Will AI Agents Advance Life Sciences in 2025?

Dataiku

I recently attended the J.P. Morgan (JPM) Healthcare conference in San Francisco, which gave me an inside look at the key focus areas in 2025 (and beyond) for life sciences organizations.

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Optimizing Server Performance Through Statistical Analysis

KDnuggets

With millions of client-server comms occurring every second across networks, the ability to maintain optimal performance is crucial to avoiding downtime, latency, and inefficiencies that could cost a business thousands or even millions of dollars.

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LATS: Advanced AI Agent with LlamaIndex for Recommendation Systems

Analytics Vidhya

Imagine having an AI assistant who doesn’t just respond to your queries but thinks through problems systematically, learns from past experiences, and plans multiple steps before taking action. Language Agent Tree Search (LATS) is an advanced AI framework that combines the systematic reasoning of ReAct prompting with the strategic planning capabilities of Monte Carlo Tree […] The post LATS: Advanced AI Agent with LlamaIndex for Recommendation Systems appeared first on Analytics Vidhya

Analytics 208
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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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Using fsspec for Unified File Management in Your Python Projects

KDnuggets

Are you looking for an easier way to manage files across different storage systems? fsspec is a Python library that simplifies file handling by providing a unified interface for file management.

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Building a CodeBase Explorer with Google’s Gemini-2.0

Analytics Vidhya

Have you ever found it difficult to understand a large, messy codebase? Or wondered how tools that analyze and explore code actually work? In this article, well solve these problems by building a powerful codebase exploration tool from scratch. Using static code analysis and the Gemini model, well create an easy-to-use system that helps developers […] The post Building a CodeBase Explorer with Google’s Gemini-2.0 appeared first on Analytics Vidhya.

Modeling 208

More Trending

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MiniRAG: Retrieval-Augmented Generation for Small Language Models

Analytics Vidhya

The growing demand for efficient and lightweight Retrieval-Augmented Generation (RAG) systems in resource-constrained environments has revealed significant challenges. Existing frameworks depend heavily on Large Language Models (LLMs), resulting in high computational costs and limited scalability for edge devices. Addressing this, researchers from the University of Hong Kong introduce MiniRAG, a novel framework optimized for simplicity […] The post MiniRAG: Retrieval-Augmented Generation f

Modeling 207
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Gen AI ROI falls short of expectations, but belief persists

CIO Business Intelligence

AI, and gen AI in particular, are continuing to bombard the enterprise, but the gains to date havent been as big, nor come as quickly, as many business leaders hoped. Thats according to the fourth quarterly edition of Deloitte AI Institutes State of Generative AI in the Enterprise report released on Tuesday. Were seeing more of a focus on the pragmatic, says Jim Rowan, applied AI leader and principal at Deloitte Consulting.

ROI 135
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Perplexity Sonar API: Reliable, Scalable, and Developer-Friendly

Analytics Vidhya

Perplexity AI has launched the Sonar API, designed to provide real-time, accurate, and citation-backed answers for AI applications. Unlike other models that rely solely on pre-trained data, the Sonar API connects to the internet, ensuring responses are based on the latest information. This article highlights its features, benefits, and whats new for Pro subscribers.

Modeling 206
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Intercompany Financial Management is Essential for Multinationals

David Menninger's Analyst Perspectives

ISG Software Research coined the term intercompany financial management to define a discipline for structuring and handling transactions within an enterprise and between its legal entities. IFM is designed to maximize staff efficiency and accounting accuracy while optimizing tax exposure, minimizing tax leakage and ensuring consistent tax and regulatory compliance.

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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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Stargate: The $500 Billion AI Megaproject Backed by OpenAI, SoftBank, Nvidia & Oracle

Analytics Vidhya

The announcement ofStargate, a $500 billion AI infrastructure project backed by tech giants like OpenAI, SoftBank, Oracle, and Nvidia, has sent shockwaves through the golbal AI landscape. Spearheaded by a coalition of industry leaders and supported by the U.S. government, Stargate aims to position the United States as the undisputed leader in artificial intelligence.

Analytics 204
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3 promises every CIO should keep in 2025

CIO Business Intelligence

Nearly all tech surprises last year were related to gen AI, which was so hyped in 2023 that every organization had to try it in one or more projects in 2024. IT departments ran proofs-of-concept (PoCs), but some business leaders outside IT with P&L to manage also ran their own experiments without necessarily informing IT when they did so. Sometimes its as easy as subscribing to an AI-driven service.

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AI-Driven SOC Transformation with Cloudera: Enhancing Security Operations with Agentic AI

Cloudera

Security Operations Centers (SOCs) are the backbone of organizational cybersecurity, responsible for detecting, investigating, and responding to threats in real-time. Yet, the increasing complexity and volume of cyber threats present significant challenges. SOC teams often grapple with alert fatigue, skill shortages, and time-consuming processes. Generative AI (GenAI), coupled with Agentic AI, offers a revolutionary approach to addressing these pain points.

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5 practical tips for emerging IT leaders

CIO Business Intelligence

When they announced my name on stage at CIO Summit and Awards 2024 as the winner for Emerging ICT Leader of the Year award, my profound disbelief and shock flared up my impostor syndrome one more time as I walked up the stage. While walking up the stairs of that prestigious stage, I realized the immense responsibility I carried on my shoulders representing several women in tech who are walking their paths on their leadership journey while navigating their own complex inner worlds.

IT 116
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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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Herencia, propósito y creatividad confluyen sobre un manto tecnológico en los irrepetibles UMusic Hotels

CIO Business Intelligence

Madrid tiene alma, no solo porque goza de personalidad y estilo propio, sino porque ahora, adems, tambin suena diferente. Y es que desde que la cadena hotelera UMusic Hotels desembarcara en la capital, la msica ha pasado a servir de hilo conductor a la historia que aqu escribe cada husped. Situado junto al histrico Teatro Albniz, el que ha sido el primognito de la cadena hotelera ligada a la discogrfica Universal en Madrid, se ancla en la innovacin para hacer de este cinco estrellas un espacio i

Strategy 111
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Dónde deberían los CIO colocar sus apuestas en IA para 2025

CIO Business Intelligence

Puede que en 2024 recordemos el ao en que los LLM se generalizaron, todos los SaaS empresariales aadieron funciones de copiloto o asistente virtual y muchas organizaciones probaron por primera vez la IA agntica. Los CIO recibieron importantes presupuestos para mejorar la productividad, el ahorro de costes y las ventajas competitivas con la IA generativa.

Marketing 110
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“지속 가능성, 전력망 문제 떠오른다”··· 2025년 데이터센터 전망 5가지

CIO Business Intelligence

. AI AI , , . . (Uptime Institute) 2025 5 . . , 100 3,880 , 6 3,000 . . AI . , . . 5 . . , 20~30% . , . AI . AI , . AI AI . . . . , AI . . , .

Strategy 106
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MS-오픈AI 파트너십 변화··· 독점 공급에서 ‘우선협상’체제로

CIO Business Intelligence

AI AI . AI , . AI 2016 , . MS . AI . MS AI . AI . MS (ROFR) . AI MS . AI MS . AI . 2030 , AI (IP) , , AI API . MS (Copilot) AI . AI API , AI . . jihyun.lee@foundryco.

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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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“ROI는 미흡, 경영진 기대는 여전”··· 딜로이트, 4분기 ‘생성형 AI 현황’ 발표

CIO Business Intelligence

AI 21 AI 4 . AI, AI , . AI AI . , AI . 4 7 9 AI AI 2,773 . 14 , , , , , , 7 . 78% AI , 3 2 3~6 AI 30% . AI , AI , , , , , , IT . AI . 1 28% , 4 38% . 69% AI 1 . AI , . AI , .

ROI 105
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‘왕의 귀환’ 가능할까?··· 인텔에게 요구되는 6단계

CIO Business Intelligence

2024 . . CEO , , 60% . . ? . , CEO . 12 4 CEO . (2005-2013), (2013-2018), (2019-2021), (2021-2024) . , , 10 AMD . 20 AMD . . . 1: CEO AMD CEO , . . . CEO , , . CEO . . , . . CEO , ? , AI . ?

Strategy 101
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한국오라클, 국내 스타트업 5개사에 OCI 제공··· “AI 서비스 개발 지원”

CIO Business Intelligence

, , , , 5 OCI , , (SaaS) . OCI 5 SaaS , , , , AI . , (KISED) , . e PT OCI . OCI , (preprocessing) / . (in-game) , . 3 4,000 . OCI e AI . (microbiome, ) . , OCI AI/ML 10 . , .

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“앤트로픽, 구글로부터 10억 달러 투자 유치··· 연 매출 전년 대비 10배 증가” CNBC

CIO Business Intelligence

20 10% . CNBC 2023 10 10 , . GPT . 9 , AI AWS . 10 AI RPA . AI AI . 80 AI . , SK . 20 . CNBC . jihyun.lee@foundryco.

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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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데이터브릭스, 150억 달러 규모의 자금 조달 완료··· 신규 투자자로 ‘메타’ 합류

CIO Business Intelligence

(QIA) (Temasek), (Macquarie Capital) , 620 . . AI , , . 100 , JP 52 5 . 25 (unfunded revolver, ) 27 5,000 (term loan, , ) . CEO , AI , AI . . dl-ciokorea@foundryco.

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가트너, 2025년 전 세계 IT 지출 9.8% 증가 전망

CIO Business Intelligence

CIO , . 2025 IT . . 2025 IT . 2025 2024 9.8% 5 6,100 IT . , (device), , AI . 2024 3,291 2023 39.4% . 2025 23.2% 4,055 . 2024 16.2% . 2024 1 916 12% , 2025 1 2,468 14.2% . 2025 2024 2.2% . 2024 7,342 2025 8,102 10.4% . 2024 6% 2025 4.4% . IT 2025 1 7,314 , 1 5,888 2024 9% . 2025 1 4,237 2025 3.8% . 2024 2025 IT 3.4% 1.5% .

IT 59
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Enhancing data backup and recovery with AI and ML

CIO Business Intelligence

In todays digital age, the need for reliable data backup and recovery solutions has never been more critical. Cyberthreats, hardware failures, and human errors are constant risks that can disrupt business continuity. Addressing these challenges by integrating advanced Artificial Intelligence (AI) and Machine Learning (ML) technologies into data protection solutions can enhance data backup and recovery, providing real-world applications and highlighting the benefits of these technologies.

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오픈AI, 700조원 규모 ‘AI 데이터센터’ 프로젝트 착수··· 소프트뱅크·오라클 참여

CIO Business Intelligence

4 5,000 ( 700) AI . AI , , MGX . , AI . . Arm, , , , AI . , . 1,000 . AI , (AGI) , AI . , . , 2024 3 AI . 21 , . , AI CEO, . AI CEO , 10 , . AP . IT 1GW . 75 .

IT 59
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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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트럼프 행정부, 사이버 안전 검토위원회(CSRB) 해체··· 솔트타이푼 조사는 중단

CIO Business Intelligence

(Salt Typhoon) (CSRB) 22 . CSRB (CISA) . AI . , . (DHS) . . DHS , DHS . DHS . , . CSRB CSRB (CISA) . (CrowdStrike) . CSRB . (Lapsus$) 2023 . CISA CSRB . X( ) CSRB . . .

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한국넷앱, 유재성 신임 대표 선임

CIO Business Intelligence

, VM, CA, , 25 . , , C- . 16 . , (OECD) 70% 40% . IT . . (Henry Kho) , GCASK(Greater China, ASEAN and South Korea) , , , AI . 3 AI , . dl-ciokorea@foundryco.

IT 52
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3 promesse che ogni CIO dovrebbe mantenere nel 2025

CIO Business Intelligence

Quasi tutte le novit tecnologiche dellanno scorso erano legate allAI generativa, che stata talmente pubblicizzata nel 2023 che ogniazienda ha dovuto provarla in uno o pi progetti nel corso del 2024. I dipartimenti IT hanno eseguito dei proofs-of-concept (PoC), ma anche alcuni leader aziendali esterni allIT con P&L da gestire hanno eseguito i propri esperimenti senza necessariamente informare le divisioni tecnologiche quando lo hanno fatto.

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SOS 102: A new era in emergency response for Kazakhstan

CIO Business Intelligence

Emergency response systems worldwide are undergoing rapid transformation, and Kazakhstan is no exception. With the introduction of the SOS 102 app, the country has set a new standard for public safety, redefining how law enforcement interacts with citizens. Launched in 2021, the system integrates cutting-edge technology with a citizen-centric approach, establishing itself as a benchmark for modern, responsive emergency services.

IoT 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.