Mon.Apr 07, 2025

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Data Science Side Quests: 4 Uncommon Projects to Elevate Your Skills

KDnuggets

Doing data science projects can be demanding, but it doesnt mean it has to be boring. Here are four projects to introduce more fun to your learning and stand out from the masses.

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Protected: The Financial Consolidation & Group Accounting Survey 25 – Participant Summary

BI-Survey

Thank you for giving your time to participatein The Financial Consolidation & Group Accounting Survey 25.

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A Complete Guide to A/B Testing in Python

KDnuggets

It's the must-learn data science skill to land a job at big tech.

Testing 108
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Analytics Took the Plate—and Hit Nine Home Runs

Jet Global

Thanks to Data? On Saturday, March 29, 2025, the New York Yankees obliterated the Milwaukee Brewers 20-9. It wasnt just a winit was a warning shot. Nine home runs. A franchise record. And a masterclass in what happens when you weaponize analytics. Aaron Judge smashed three homers, including a grand slam, notching a career-high eight RBIs. But behind the fireworks was something deeper: the Yankees analytics department had re-engineered the very tool of the game.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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3 Ways to Access Llama 4 for Free

KDnuggets

Experience the state-of-the-art AI models in seconds, effortlessly, and hassle-free.

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Decoding LLMs: When to Use Prompting, Fine-tuning, AI Agents, and RAG Systems

Analytics Vidhya

The growing importance of Large Language Models (LLMs) in AI advancements cannot be overstated – be it in healthcare, finance, education, or customer service. As LLMs continue to evolve, it is important to understand how to effectively work with them. This guide explores the various approaches to working with LLMs, from prompt engineering and fine-tuning […] The post Decoding LLMs: When to Use Prompting, Fine-tuning, AI Agents, and RAG Systems appeared first on Analytics Vidhya.

Finance 149

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How do LLMs like Claude 3.7 Think?

Analytics Vidhya

Ever wondered how Claude 3.7 thinks when generating a response? Unlike traditional programs, Claude 3.7’s cognitive abilities rely on patterns learned from vast datasets. Every prediction is the result of billions of computations, yet its reasoning remains a complex puzzle. Does it truly plan, or is it just predicting the most probable next word?

Analytics 133
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De ChatGPT a Chief AI Officer: el cambio en la era de los agentes digitales 

CIO Business Intelligence

Andrs Pazos, con una visin estratgica y pedaggica , abord los principales retos y oportunidades que plantea la IA en mltiples sectores , desde la salud hasta el marketing, sin evitar asuntos espinosos como su elevado gasto energtico o el miedo a utilizarla por el riesgo de infringir los derechos de autor.Lo hizo ante un nutrido grupo de profesionales entre los que se encontraban varios CIO de grandes compaas o responsables de departamentos de marketing y comunicacin , quienes tambin interviniero

Marketing 107
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Enhance Agentforce data security with Private Connect for Salesforce Data Cloud and Amazon Redshift – Part 3

AWS Big Data

Data protection is a high priority, particularly as organizations face increasing cybersecurity threats. Maintaining the security of customer data is top priority for AWS and Salesforce. With AWS PrivateLink , Salesforce Private Connect eliminates common security risks associated with public endpoints. Salesforce Private Connect now works with Salesforce Data Cloud to keep your customer data secure when using with key services like Agentforce.

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CEOs believe AI can develop better business plans than board members

CIO Business Intelligence

A huge majority of CEOs believe AI has advanced far enough that it can begin to take over some of the responsibilities performed by fellow members of the C-suite and the board of directors. A full 94% of CEOs surveyed for AI platform provider Dataiku believe an AI agent could provide similar or better advice on business decisions than a human board member.

Marketing 105
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Agent Tooling: Connecting AI to Your Tools, Systems & Data

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

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Darkhorse Analytics Partners with The University of Kansas to Unveil “The Care Board” Data Visualization

Darkhorse

Economic data usually captures what happens in offices, factories, and markets. But some of the most vital laborcaring for children, aging parents, sick family membersremains hidden from view. The Care Board is changing that. Led by Professor Misty L. Heggeness at the University of Kansas, the project quantifies the economic role of care workpaid and unpaid.

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La inversión TIC en sanidad del conjunto de las comunidades autónomas cae casi un 4% en 2024

CIO Business Intelligence

El presupuesto destinado a las TIC en sanidad por parte de las comunidades autnomas, quienes tienen la competencia en materia de salud en Espaa, alcanz el pasado ao 848 millones, un 3,97% menos que en 2023, segn los ltimos datos del 'ndice SEIS', elaborado por la Sociedad Espaola de Informtica de la Salud y a los que ha accedido en primicia COMPUTERWORLD.

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Data Condition Assessment: A Practical Guide

Anmut

Identifying the root causes of poor data condition Good data is generally acknowledged as valuable, and where its not good, people agree that its worth fixing. So why measure data condition ? Why not just fix it? The purpose of conducting data condition assessments is not just to measure the gap between the data you have and the data you need, but to identify the root causes of poor data condition.

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“실수 인정하기 두렵다”··· ‘공포의 문화’에 사로잡힌 IT 리더들, 해결책은?

CIO Business Intelligence

IT (culture of fear) , . DX (Adaptavist) , IT 40% . CIO IT . , . (Altra Federal Credit Union) SVP CIO CIO . , . , . , . , IT 10 4 . 40% . (Hubstaff) CTO . , . . , . . . , .

IT 91
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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

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.

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도장 찍은 이후가 중요··· IT 공급업체 ‘관계 관리’의 9가지 원칙

CIO Business Intelligence

, . . (Haslam College of Business) IT 9 . . 1. . , , . , . IT , . 2. IT , . . , , , IT . 3. IT . ( ) . . . IT . 4. , . . , , . , . . , , . 25% . 5. .

KPI 86
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The benefits of supercharging ITSM with automation

CIO Business Intelligence

IT Service Management (ITSM) has long been the backbone of operational efficiency in modern businesses. However, as IT demands grow and systems become increasingly complex, IT teams often face challenges when it comes to keeping up. To combat this, many IT leaders are using automation, making processes faster, smarter and much more impactful. ITSM automation can empower organizations to achieve superior efficiency, accuracy, and scalability while improving employee morale and productivity.

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AI 과의존 막자··· 앤트로픽·오픈AI, 사고력을 깨우는 ‘학습형 AI’에 주목

CIO Business Intelligence

AI AI . AI , AI . , . AI , , AI . AI . AI , (cognitive atrophy) . . , AI (Learning Mode) (Claude for Education) . , . . . ? . AI 1 AI . GPT (ChatGPT Edu) GPT (ChatGPT Plus) 5 , AI (NextGenAI Consortium) 15 5,000 ( 730 ) AI . , AI .

IT 71
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CIOs to leverage AI for real RoI: Ankit Bose, Nasscom AI

CIO Business Intelligence

AI is evolving fast as a mega trend and an ecosystem play given the scale, diversity of varied solutions and the maturity levels of AI across each organisation. Ankit Bose, Head, Nasscom AI talks in detail on AI adoption trends, the foreseen challenges, the significance of talent development and strategies for CIOs to emerge as a AI leader. Q. What is the state of AI adoption across Indian organisations and what are three megatrends driving AI investments for CIOs?

ROI 65
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Data Talks, CFOs Listen: Why Analytics Is The Key To Better Spend Management

Speaker: Claire Grosjean, Global Finance & Operations Executive

Finance teams are drowning in data—but is it actually helping them spend smarter? Without the right approach, excess spending, inefficiencies, and missed opportunities continue to drain profitability. While analytics offers powerful insights, financial intelligence requires more than just numbers—it takes the right blend of automation, strategy, and human expertise.

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日本最大のアジャイル開発『SAKURAプロジェクト』の舞台裏

CIO Business Intelligence

PSSJALCOMSAKURAJAL20177IT 201711 JALJAL SAKURACX 10080 SAKURA100 IT3 33 JALCOM10070Altea11AA1Master Plan Strategy DocumentMPSD JAL One Boat()SAKURA Project300 1008020 IT SAKURADXDNTI JALITJAL

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클라우드플레어, MCP 중심 에이전트 개발 도구 출시··· 아우터베이스 인수

CIO Business Intelligence

2 SDK(Agents SDK) . AI . . MCP (Model Context Protocol, MCP) . MCP AI , . MCP LLM API MCP . 3 MCP , MCP . MCP , AI . , OAuth SDK , AI MCP . (Stytch) Stytch Connected Apps MCP Auth0 WorkOS AuthKit . , , API MCP (McpAgent) .

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“1분기 벤처 자금 조달 3년 만에 최고··· AI 독식 완화 조짐”

CIO Business Intelligence

CB(CBInsights) 2025 1 (State of Venture Q125) . 2025 1 AI 1/5 , . , M&A . 2025 1 AI 400 , 3 . AI , (median deal) 350 . 2025 1 , 1,210 AI 8 1 10 M&A . 2025 1 2022 2 1,210 . AI 400 . AI 3,000 , (SpaceX, 3,500 ) (BytreDance) . AI 400 (SoftBank) , (MocroSoft), (Thrive Capital) . 400 , 2024 10 66 .

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메타, 차세대 멀티모달 AI 모델 ‘라마 4’ 시리즈 공개

CIO Business Intelligence

5 4 (Open-weight) . (MoE) , . (early fusion) . , 4 . , 3.3 7% 2% , 1% . 4 170 16 (Experts) , H100 GPU 1,000 , . 3, 2.0 , 3.1 . 4 170 , 128 . GPT-4o 2.0 . 4 (Llama 4 Behemoth) (distillation) . , . , . 2,880 2 .

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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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美 국방고등연구계획국, 양자 벤치마킹 이니셔티브 출범··· “기업 15곳 선정”

CIO Business Intelligence

DARPA QBI IBM, HPE, (Quantinuum), (IonQ), (Xanadu), (Rigetti) , , . , , , . CEO QBI . , QBI . DARPA QBI , . , , , . DAPRA . (Nord Quantique) DARPA , 100 . 1,500 , 3 . CTO, . . , . . 10 . . .

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Il CIO “organizzatore”: come creare nuovi ruoli in azienda per far dialogare IT e business

CIO Business Intelligence

Lorganizzazione aziendale sta cominciando a entrare a pieno titolo nella moderna interpretazione del ruolo del CIO. Anzi, diversi direttori dellIT riferiscono che il loro lavoro ha a che fare molto pi con la gestione delle persone che con la tecnologia. Supervisionare e guidare la strategia IT, ovviamente, resta fondamentale, ma lIT come puro servizio demandabile a terzi, mentre il Chief Information Officer assume saldamente il compito di presidiare il business.

IT 52
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이스트소프트, AI 인재 양성 교육사업 위한 4자 협약 체결

CIO Business Intelligence

10 , KOSA , KOSA , , . AI AI , . AI AI AI . AI . AI LLM . AI . AI AI , AI . dl-ciokorea@foundryco.

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PTC, 김도균 한국 지사 대표 겸 본사 부사장 선임

CIO Business Intelligence

, IT, , 20 PTC . SAP, , , , , , . PTC , . PTC . , , , PTC . PTC . PTC , . (Creo) (CAD) , (Windchill) (PLM) , (Codebeamer) (ALM) , (ServiceMax) (FSM) . , . AI . dl-ciokorea@foundryco.

IT 52
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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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“핵심 사업에 집중할 것”··· 인텔 CEO 립부 탄, 기술 로드맵 제시

CIO Business Intelligence

CEO . , . , , . , . CEO 65 . . . . . . . . . , . . AI , GPU, . . , . AI . . . . . , . . 2.0 . , . . (The Futurum Group) CEO , , AI . . . . .

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CIOs brace for tariff impacts on tech industry and their businesses

CIO Business Intelligence

US President Donald Trumps escalating tariff war is expected to upend the IT investment plans of global CIOs and greatly impact all sectors of the IT industry in the coming months, slowing adoption of AI and damaging long-established supply chains, perhaps for good. Based on the current but fluid tariff schedule, IDC halved its forecast for projected IT spending growth from 10% to 5% in 2025.