Analytics Vidhya

DECEMBER 16, 2024

Small Language Models (SLMs) are compact, efficient versions of large language models (LLMs) with fewer than 10 billion parameters. They are designed to reduce computational costs, energy usage, and latency while maintaining targeted performance. SLMs are ideal for resource-constrained environments like edge computing and real-time applications. By focusing on specific tasks and utilizing smaller datasets, […] The post News Classification by Fine-tuning Small Language Model appeared first

Modeling 191

Modeling Analytics 191

O'Reilly on Data

DECEMBER 16, 2024

Like just about everyone, we were impressed by the ability of NotebookLM to generate podcasts: Two virtual people holding a discussion. You can give it some links, and it will generate a podcast based on the links. The podcasts were interesting and engaging. But they also had some limitations. The problem with NotebookLM is that, while you can give it a prompt, it largely does what its going to do.

Software 147

Software IT Modeling Technology 147

Analytics Vidhya

DECEMBER 16, 2024

OpenAI Swarm – launched in 2024, is an experimental framework designed to simplify the orchestration of multi-agent systems for developers. It aims to streamline the coordination of AI agents through scalable and user-friendly mechanisms, making it easier to manage interactions within complex workflows. As an open-source project available on GitHub, Swarm offers developers the opportunity […] The post OpenAI Swarm: A Hands-On Guide to Multi-Agent Systems appeared first on Analytics V

Experimentation 165

Experimentation Interactive Management Analytics 165

CIO Business Intelligence

DECEMBER 16, 2024

Publicis SapiensAI 2024 10003132%AIAI42 AI3AIAI 3 AI 5361 55AI 49%AI AI420221125766 1232 2 AI AI AIAIAI44%AI25% 84%AI70 AIPublicis SapientDACH AI

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Optimization

Analytics Vidhya

DECEMBER 16, 2024

This guide walks you through the steps to set up and run StableAnimator for creating high-fidelity, identity-preserving human image animations. Whether you’re a beginner or experienced user, this guide will help you navigate the process from installation to inference. The evolution of image animation has seen significant advancements with diffusion models at the forefront, enabling […] The post Guide to StableAnimator for Identity-Preserving Image Animation appeared first on Analytic

Modeling 134

Modeling Analytics 134

AWS Big Data

DECEMBER 16, 2024

The need to integrate diverse data sources has grown exponentially, but there are several common challenges when integrating and analyzing data from multiple sources, services, and applications. First, you need to create and maintain independent connections to the same data source for different services. Second, the data connectivity experience is inconsistent across different services.

Visualization 73

Visualization Data Processing Testing Publishing 73

CIO Business Intelligence

DECEMBER 16, 2024

Industry analysts predict growth in investment in cloud computing, and three quarters of CIOs surveyed say that it is critical to their operation. But in terms of CIO priorities, the cloud falls behind many other areas.

Enterprise 84

Enterprise IT Strategy 84

Analytics Vidhya

DECEMBER 16, 2024

Yet another holiday season has arrived. Its indeed the most wonderful time of the year. Its also that time of the year when working professionals set the same old out-of-office reply to every email they get. Well, the problem with automating email responses this way is that it gives the same flavourless replies to all […] The post Automating Email Responses Using CrewAI appeared first on Analytics Vidhya.

Analytics 183

Analytics IT 183

KDnuggets

DECEMBER 16, 2024

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Analytics Vidhya

DECEMBER 16, 2024

The NeurIPS 2024 Best Paper Awards were announced, spotlighting exceptional contributions to the field of Machine Learning. This year, 15,671 papers were submitted, of which 4,037 were accepted, representing an acceptance rate of 25.76%. These prestigious awards are the result of rigorous evaluation by specialized committees, comprising prominent researchers with diverse expertise, nominated and approved […] The post 5 Top Paper of NeurIPS 2024 that you Must Read appeared first on Analytic

Machine Learning 154

Machine Learning Analytics 154

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Smart Data Collective

DECEMBER 16, 2024

Agile development is becoming more useful for AI software development teams.

Software 71

Software 71

CIO Business Intelligence

DECEMBER 16, 2024

Its been said that the enemy of my enemy is my friend and this appears to be exactly whats playing out with Elon Musk and Mark Zuckerberg when it comes to OpenAI. Zuckerbergs Meta has joined Musks xAI in calling for authorities to stop the Sam Altman-headed company from pursuing for-profit status. Both claim that OpenAI is essentially defrauding the public by masquerading as a nonprofit after all, its name signifies its original intent to serve as an open AI platform.

Consulting 72

Consulting Interactive Reporting Enterprise 72

Analytics Vidhya

DECEMBER 16, 2024

Generative AI is currently at the forefront of technological advancement and is quickly developing. As we approach 2025, this field is poised to drive significant technological and societal transformation. The greatest opportunities in AI are on the horizon. Similar to how electricity transformed industries, AI has the potential to foster innovation, create opportunities, and develop […] The post 10 New Year Resolutions for Every GenAI Professional appeared first on Analytics Vidhya.

Technology 154

Technology Analytics 154

Cloudera

DECEMBER 16, 2024

In the last year, weve seen the explosion of AI in the enterprise, leaving organizations to consider the infrastructure and processes for AI to successfullyand securelydeploy across an organization. As we head into 2025, its clear that next year will be just as exciting as past years. Here, Cloudera experts share their insights on what to expect in data and AI for the enterprise in 2025.

Enterprise 53

Enterprise Data-driven Modeling Finance 53

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Data-driven

CIO Business Intelligence

DECEMBER 16, 2024

As Saudi Arabia accelerates its digital transformation, cybersecurity has become a cornerstone of its national strategy. With the rise of digital technologies, from smart cities to advanced cloud infrastructure, the Kingdom recognizes that protecting its digital landscape is paramount to safeguarding its economic future and national security. Saudi Arabias comprehensive cybersecurity strategy focuses on strengthening its infrastructure, enhancing its resilience against cyber threats, and positio

Strategy 71

Strategy Digital Transformation Risk Machine Learning 71

KDnuggets

DECEMBER 16, 2024

Data Integration 54

Data Integration 54

Timo Elliott

DECEMBER 16, 2024

According to Gartner, weve passed the peak of inflated expectations for AI, and were heading towards the trough of disillusionment organizations are struggling to get business value out of AI even as companies continue to invest billions in new models. I believe one of the causes of confusion is that there are two very different AI trends going on at the same time.

IT 52

IT ROI Strategy Reporting 52

CIO Business Intelligence

DECEMBER 16, 2024

La Consejera de Salud de Cantabria ha sido reconocida como Administracin Pblica del Ao en el marco de la celebracin de los CIO 100 Awards Spain 2024. Roco Montalbn, subdirectora general de Transformacin Digital y Relaciones con los Usuarios del Servicio Cntabro de Salud, ha sido la encargada de recoger el galardn concedido por su liderazgo y saber hacer en materia de transformacin digital.

Digital Transformation 98

Digital Transformation IT 98

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

KDnuggets

DECEMBER 16, 2024

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49

CIO Business Intelligence

DECEMBER 16, 2024

A review of four years of threat intelligence data, presented Friday at Black Hat by Yvan Genuer , a senior security researcher at Onapsis, reports a spike in hacker interest in breaking into enterprise resource planning (ERP) systems from SAP in 2020 that was sustained until the end of 2023. The vast majority (87%) of the Forbes Global 2000 list of the worlds biggest companies use SAP, according to the enterprise software firm, with the technology handling 77% of the worlds transaction revenue.

Enterprise 124

Enterprise Software Reporting Technology 124

KDnuggets

DECEMBER 16, 2024

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44

CIO Business Intelligence

DECEMBER 16, 2024

10 , AI AI . . 1,000 . . 1 . 2016 500 , 300 700 . . AP . AP , . 10 ( 1 ) . IT . CEO , CEO , AI CEO 100 12 . jihyun.lee@foundryco.

IT 52

IT 52

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Data Virtualization

DECEMBER 16, 2024

Reading Time: 6 minutes Today, it has become widely accepted that large language models (LLMs), on their own, are insufficient to enable intelligent AI agents that can deliver real value within an enterprise context. Rather, it is only by integrating and augmenting LLMs with. The post Query RAG – A New Way to Ground LLMs with Facts and create Powerful Data Agents appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 52

Data Integration Management Enterprise Modeling 52

CIO Business Intelligence

DECEMBER 16, 2024

AI 2029 27.7% . 2024 28 2,000 2029 95 8,000 . AI . (MarketsandMarkets) 2029 AI (AI Training Dataset Market Global Forecast to 2029) . , , , , . AI AI , , . , , . (off-the-shelf) . 2024 . , . . , , , . 2024 .

Forecasting 52

Forecasting Marketing Management 52

BI-Survey

DECEMBER 16, 2024

In 2024, we achieved many success stories together and we want to sincerely thank you for your trust and for the engaging discussions whether at our events or through consulting and research projects. What can we expect in 2025? Were kicking off the new year with exciting on-site events , new weekly podcast episodes , webinars , insightful surveys and research notes.

Consulting 52

Consulting Analytics Data-driven IT 52

CIO Business Intelligence

DECEMBER 16, 2024

Leadership is, for the most part, gratifying. Whether its from building a high-performance organization , or turning one around ; helping a promising employee develop , or accomplishing something your industry peers can only wish theyd achieved succeeding in a leadership role provides a rush like no other. But theres another side of leadership. No, not having to deal with poor performers.

IT 52

IT Consulting Management 52

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Reporting

Dataiku

DECEMBER 16, 2024

As data and AI initiatives scale across the enterprise, the challenge of governing them effectively grows. Fragmented tools, inconsistent documentation, and a lack of visibility into data pipelines and AI models can lead to inefficiencies, compliance risks, and diminished ROI. For data, analytics, and IT leaders, the need for robust governance mechanisms is more critical than ever.

Modeling 52

Modeling ROI Risk Enterprise 52

CIO Business Intelligence

DECEMBER 16, 2024

. . JP CIO CTO 2023 CIO AWS . AWS . . AWS AWS VPC(virtual private cloud) . . . . , . 6 . . , . , SaaS , . . 2018 . .

Strategy 52

Strategy IT 52

CIO Business Intelligence

DECEMBER 16, 2024

Lentusiasmo iniziale per lIA, questanno, si placato e le aspettative sono diventate pi realistiche [in inglese]. Ci particolarmente vero per le implementazioni aziendali, in quanto le capacit dei modelli esistenti, unite alla complessit di molti flussi di lavoro aziendali, hanno portato a progressi pi lenti di quanto molti si aspettassero. Al centro di tutto questo c la consapevolezza di molti utenti aziendali che non c I nellAI almeno finora.

ROI 52

ROI B2B KPI Management 52

CIO Business Intelligence

DECEMBER 16, 2024

Youd be hard-pressed to find an SAP shop that doesnt rely on customizations to fine-tune the enterprise platform for specific business processes or industry requirements. Rather than sticking with the out-of-the-box ERP system, many companies opt to modify the code for purposes such as: Creating unique billing reports to improve the customer paymen experience Establishing regulatory compliance processes for specific industries Implementing dashboards that aggregate data for more informed decisio

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Cost-Benefit Manufacturing Finance Software 52

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven