Tue.Apr 08, 2025

article thumbnail

Seniors and Juniors

O'Reilly on Data

It almost sounds pejorative, doesnt it? But the distinction between senior and junior software developers is built into our jobs and job titles. Whether we call it entry-level or something else, we distinguish between people who are just starting their careers and those who have been around for a while. Were all still learning (one hopes), but entry-level people are still learning the basics, and seniors have greater responsibility, along with the potential for making bigger mistakes.

Software 247
article thumbnail

Transforming Market Research with Synthetic Panels

Analytics Vidhya

Market research is the backbone of customer-driven decision-making, yet gathering reliable insights has never been more challenging. Recruiting and managing a representative sample takes up 60% of a research projects time, but despite these efforts, response rates continue to decline, panel fatigue is growing, and operational costs are rising. At the same time, evolving privacy […] The post Transforming Market Research with Synthetic Panels appeared first on Analytics Vidhya.

Marketing 185
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

7 risk management rules every CIO should follow

CIO Business Intelligence

Risk is inescapable. Look around and youll see technological, economic, and competitive obstacles that CIOs must not only handle, but defeat. A PwC Global Risk Survey found that 75% of risk leaders claim that financial pressures limit their ability to invest in the advanced technology needed to assess and monitor risks. Yet failing to successfully address risk with an effective risk management program is courting disaster.

article thumbnail

BERTScore: A Contextual Metric for LLM Evaluation

Analytics Vidhya

We all depend on LLMs for our everyday activities, but quantifying “How efficient they are” is a gigantic challenge. Conventional metrics such as BLEU, ROUGE, and METEOR tend to fail in comprehending the real meaning of the text. They are too keen on matching similar words instead of comprehending the concept behind it. BERTScore reverses […] The post BERTScore: A Contextual Metric for LLM Evaluation appeared first on Analytics Vidhya.

Metrics 175
article thumbnail

Automation, Evolved: Your New Playbook For Smarter Knowledge Work

Speaker: Frank Taliano

Document-heavy workflows slow down productivity, bury institutional knowledge, and drain resources. But with the right AI implementation, these inefficiencies become opportunities for transformation. So how do you identify where to start and how to succeed? Learn how to develop a clear, practical roadmap for leveraging AI to streamline processes, automate knowledge work, and unlock real operational gains.

article thumbnail

Manage concurrent write conflicts in Apache Iceberg on the AWS Glue Data Catalog

AWS Big Data

In modern data architectures, Apache Iceberg has emerged as a popular table format for data lakes, offering key features including ACID transactions and concurrent write support. Although these capabilities are powerful, implementing them effectively in production environments presents unique challenges that require careful consideration. Consider a common scenario: A streaming pipeline continuously writes data to an Iceberg table while scheduled maintenance jobs perform compaction operations.

Snapshot 116
article thumbnail

What are LLM Benchmarks?

Analytics Vidhya

Large Language Models (LLMs) have become integral to modern AI applications, but evaluating their capabilities remains a challenge. Traditional benchmarks have long been the standard for measuring LLM performance, but with the rapid evolution of AI, many are questioning their continued relevance. Are these benchmarks still a reliable indicator of the real-world performance of LLMs?

More Trending

article thumbnail

LLaMA 4 vs. GPT-4o: Which is Better for RAGs?

Analytics Vidhya

As Large Language Models (LLMs) continue to advance quickly, one of their most sight after applications is in RAG systems. Retrieval-Augmented Generation, or RAG connects these models to external information sources, thereby increasing their usability. This helps ground their answers to facts, making them more reliable. In this article, we will compare the performance and […] The post LLaMA 4 vs.

Modeling 125
article thumbnail

Decision-making 101: How to get consensus right

CIO Business Intelligence

IT leaders have five ways to make decisions. Their decision-making can be (1) Authoritarian; (2) Consultative; (3) through Delegation; (4) by submitting the alternatives to a Vote; or (5) by bringing the group to Consensus. Consensus is the most important of the five for IT leaders to master, because consensus the art of getting a group to agree to an alternative even if they dont agree with that alternative is how to maximize a groups buy-in.

article thumbnail

DeepSeek V3 vs. LLaMA 4: Choosing the Right AI Model for You

Analytics Vidhya

In the ever-evolving landscape of large language models, DeepSeek V3 vs LLaMA 4 has become one of the hottest matchups for developers, researchers, and AI enthusiasts alike. Whether you’re optimizing for blazing-fast inference, nuanced text understanding, or creative storytelling, the DeepSeek V3 vs LLaMA 4 benchmark results are drawing serious attention.

Modeling 125
article thumbnail

NVIDIA GTC 2025: What Happened at the Super Bowl of AI

KDnuggets

From the unveiling of the Rubin AI chips to what the next multi-trillion dollar industry is.

71
article thumbnail

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.

article thumbnail

IT job postings lowest in over a decade

CIO Business Intelligence

Postings for IT jobs are on the wane, having dropped considerably from pandemic peaks. Perhaps more concerning for IT pros is the sense that demand for their services may be at a 10-year low. A recent study from Dice found that 2024 saw 2.24 million IT positions posted, a sharp drop from the 4.08 million IT roles that were posted in 2022, and lower than any previous year going back to 2014 when 2.20 million IT job listings were posted.

IT 66
article thumbnail

2 Simple But Frequently Used Red Flags to Avoid on Your Resume

KDnuggets

In this article, we will go through 2 simple but effective tips on how you can optimise your resume.

71
article thumbnail

“지금 바로 시작해야” 양자 컴퓨터 시대를 준비하는 9단계

CIO Business Intelligence

1 , . . (Infleqtion) (zero to one) . . . (escape velocity) . 12 . 6 . , , . ( : 2024 11 ) . 1 , 770 56% . 80% , 50% . 10% , ROI , 4% ROI . AI . . X (HorizonX Consulting) (The Quantum Insider) (Quantum Innovation Index) 2 . , BMW, , .

ROI 105
article thumbnail

Gemini RAG Recipe with Query Enhancement

KDnuggets

Implement a RAG system using this recipe with Gemini and ChromaDB.

126
126
article thumbnail

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

article thumbnail

AI가 이사회 역할 대체할 가능성··· CEO들이 동의하는 이유

CIO Business Intelligence

CEO AI . AI (Dataiku) , CEO 94% AI . 89% AI . AI . CEO AI . AI . CEO AI CEO . , AI . CEO . AI CEO . AI . (Billtrust) AI SVP AI , . AI , AI , , . AI . AI .

IT 103
article thumbnail

“IT 분야 채용, 10년 만에 최저 수준” 다이스 조사

CIO Business Intelligence

IT 19 . IT 10 . (Dice) 2024 224 IT . 2022 408 , 220 2014 . (Forrester) IT . . , . , . . AI IT , . AI , . AI AI(AIOps), , . (Info-Tech) . . , . IT . , . , .

IT 98
article thumbnail

Los CEO creen que la IA puede desarrollar mejores planes de negocio que los miembros de la junta directiva

CIO Business Intelligence

Una gran mayora de consejeros delegados cree que la IA ha avanzado lo suficiente como para empezar a asumir algunas de las responsabilidades que desempean otros miembros de la alta direccin y del consejo de administracin. El 94% de los CEO encuestados por Dataiku, proveedor de plataformas de IA, cree que un agente de IA podra proporcionar un asesoramiento similar o mejor sobre decisiones empresariales que un miembro humano del consejo de administracin.

article thumbnail

트럼프發 관세 충격으로 사이버보안 현장도 ‘비상’

CIO Business Intelligence

. ( ) , . , . 4 2, 200 . . , 67% , . CSO , . 4 3 4, ( ) . . . , . , . . 20% . , . . (ForAllSecure) CSO , , 15% 15% . . . , . , .

IT 85
article thumbnail

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!

article thumbnail

이젠 직원에게 AI PC를 지급해야 할까?

CIO Business Intelligence

AI AI PC . AI . PC AI PC AI . AI , AI PC . AI PC . AI PC . , PC AI PC . , v . . AI PC . AI PC AI . . . AI , (LLM) 5 . AIaaS (AI-as-a-service) . . AI PC . AI PC . AI PC .

B2B 80
article thumbnail

ING abrirá en Madrid un centro tecnológico enfocado en ingeniería de software, arquitectura de sistemas y análisis de datos

CIO Business Intelligence

El Grupo ING ha anunciado la apertura el prximo mes de septiembre de un centro tecnolgico en Espaa , en concreto en la ciudad de Madrid, en el que trabajarn profesionales centrados en ingeniera de software, arquitectura de sistemas y anlisis de datos. El objetivo de la iniciativa, que se suma a la red global de hubs tecnolgicos que el banco ya tiene en pases como Filipinas, Polonia, Rumana, Eslovaquia y Turqua y que cuenta con ms de 12.500 expertos, es impulsar la transformacin digital de la mul

article thumbnail

“AI 시대에 맞춰 진화한 메인프레임”··· IBM z17, AI 가속기 탑재로 성능·응답속도 높여

CIO Business Intelligence

IBM z17 6 . z17 AI , 5.5GHz IBM II(Telum II) . AI 4,500 1 . 8 CPU , 32, L2 36MB, 24 40% 4 1 IBM . , 32 AI (Spyre) PCIe 4 . . AI AI . IBM 10 AI , (MoE, Mixture of Experts) (State Space) . , . IBM IBM Z AI 250 . , , . IBM Z AI (CTO) , , AI , AI .

article thumbnail

관세 전쟁의 여파, 전방위에서 빠르게 출현할 수도··· IT리더들은 경계 중

CIO Business Intelligence

CIO IT IT . AI . IDC ( ) 2025 IT 10% 5% . 40% , 30% . 7 9 50% . IDC . 2025 , , IT . . , . . AI . . , , , , . , / . , . CIO, IT CIO .

IT 59
article thumbnail

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.

article thumbnail

깃허브, 보안 캠페인 출시··· “개발자 및 보안 전문가 지원”

CIO Business Intelligence

, . 1,000 . , 10% , 90% . , 55% . (GitHub Universe) , . , . , 10% , 55% 5.5 . 2 . . . , . . (MITRE, ) 10 (MITRE top 10 Known Exploited Vulnerabilities) . , (security overview) . , . , . .

59
article thumbnail

“미국 휴머노이드 로봇 시장, 2029년까지 연평균 45.7% 성장”

CIO Business Intelligence

2029 (Humanoid Robot Market Forecast to 2029) . , AI , . 2025 1 , (Humanoid Robot Market Size, Share & Growth) . , , . (Humanoid Robot) , . , . , AI . 2024 20 3,000 2029 45.5% 132 5,000 . (Agility Robotics), (Boston Dynamics), (Figure), (Tesla) . , AI . , , .

article thumbnail

AI時代の次世代システム戦略:IBMが「ハイブリッド・バイ・デザイン」で描く2027年のアーキテクチャー構想

CIO Business Intelligence

AI IT DXITIBMAI CIOITIBM CTO IBM CIO2027ITIBM IBM DX 2025 COBOL IBMIBM ZAI UFJIBM IBMDb2IMS IoT IBM DX DX IBM60IBM Z1007IBM Z103 IBMIBM () AIAI IBM ZDX AI IBM COBOLJavaPython IBM ITAI AICOBOLJavaAI AI AICOBOLCOBOLIT AIAI AI AI IT IBMAI IBMAIAIAIAI IBM AIAIAIAIAI AIAIAIAI AIAI AIAIAIIBMAI IBM AIIBMAI AI AIAI AI IBM AI AI AI AIAI AIAIAI AI AI CIOITIBM AI AIAI 135 IT AI CIO IBMCIOIT4 AI AI AI AI AI 2027ITCIO DXCIOAIITAI AIAI IBM IT CIO ITAIIBMAICIO CIOIBM AI

IoT 52
article thumbnail

IBM, 데이터·AI 컨설팅 기업 하코다 인수···AI 기반 비즈니스 역량 강화

CIO Business Intelligence

IBM , IBM , AI . AI , . , , , , . IBM , , , . IBM , AI . , , , IBM (IBM Consulting Advantage) . CEO , IBM . IBM IBM AI , , AI jihyun.lee@foundryco.

article thumbnail

Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

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.