Analytics Vidhya

NOVEMBER 20, 2024

Large Language Models like BERT, T5, BART, and DistilBERT are powerful tools in natural language processing where each is designed with unique strengths for specific tasks. Whether it’s summarization, question answering, or other NLP applications. These models vary in their architecture, performance, and efficiency. In our code we will compare these models across two tasks: […] The post Comparing LLMs for Text Summarization and Question Answering appeared first on Analytics Vidhya.

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Modeling Analytics IT 203

CIO Business Intelligence

NOVEMBER 20, 2024

CIO ASEAN is proud to announce the winners of the 2024 CIO100 Awards – recognising the top technology leaders and teams across Southeast Asia and Hong Kong who are driving innovation and influencing rapid change. Winners were unveiled during an in-person awards ceremony at Marina Bay Sands in Singapore, with more than 300 executives from across Southeast Asia and Hong Kong.

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Analytics Vidhya

NOVEMBER 20, 2024

Want to simplify the creation and management of AI workflows? CrewAI flows offer structured patterns for orchestrating AI agent interactions. They enable developers to effectively combine coding tasks and Crews, offering a powerful framework for developing AI automation. With Agentic Flows in CrewAI, you can design structured, event-driven workflows that streamline task coordination, manage state, […] The post What are Agentic Flows in CrewAI?

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CIO Business Intelligence

NOVEMBER 20, 2024

La i nteligencia artificial (IA) generativa es la nueva tecnología que más rápido se está desarrollando en la historia. Está transformando el mundo y, según la Encuesta de población en tiempo real a más de 3.000 adultos que trabajan en EE.UU, una cuarta parte utilizó IA generativa para trabajar al menos una vez la semana anterior, y casi el 11% la usaba todos los días.

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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

Analytics Vidhya

NOVEMBER 20, 2024

A key idea in data science and statistics is the Bernoulli distribution, named for the Swiss mathematician Jacob Bernoulli. It is crucial to probability theory and a foundational element for more intricate statistical models, ranging from machine learning algorithms to customer behaviour prediction. In this article, we will discuss the Bernoulli distribution in detail.

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KDnuggets

NOVEMBER 20, 2024

Let's take a look at how we can perform NER using that Swiss army knife of NLP and LLM libraries, Hugging Face's Transformers.

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CIO Business Intelligence

NOVEMBER 20, 2024

El pasado mes de octubre arrancaba el proyecto GenAI4ED, una iniciativa internacional financiada a cargo de Horizonte Europa que cuenta con la participación de IMDEA Networks. Destinada a explorar cómo las herramientas de inteligencia artificial (IA) generativa pueden revolucionar la educación secundaria , contempla una duración prevista hasta septiembre de 2027.

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Software 99

Analytics Vidhya

NOVEMBER 20, 2024

Imagine you’re planting a garden with a variety of plants, each requiring a different amount of water. If you used the same amount of water on all of them every day, some plants would thrive, while others might get overwatered or dry out. In machine learning, a similar challenge exists with gradient descent, where using […] The post What is Adaptive Gradient(Adagrad) Optimizer?

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CIO Business Intelligence

NOVEMBER 20, 2024

Las organizaciones están perdiendo capacidades y conocimientos transformadores debido a la combinación de plataformas tecnológicas heredadas y a una falta de comprensión del estamento directivo sobre el papel esencial de la modularidad para desbloquear el valor de los datos empresariales. Así se desprende de un nuevo estudio dirigido por IFS y Boomi junto a la firma de análisis e investigación IDC.

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KDnuggets

NOVEMBER 20, 2024

Can SQL be used for advanced data manipulation in data science? It sure can with these seven techniques.

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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

Data-driven

CIO Business Intelligence

NOVEMBER 20, 2024

Donde un día se situaron las antiguas Escuelas Pías de San Antón se yergue ahora el Colegio Oficial de Arquitectos de Madrid (COAM), un oasis en el centro de la capital remodelado bajo las directrices de un exquisito Gonzalo Moure. Este remanso verde de paz y tranquilidad en el corazón de la bulliciosa Madrid apuesta hoy por acompañar su imagen moderna con una reestructuración interna que le permita situar al colegiado en el centro de la estrategia.

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Darkhorse

NOVEMBER 20, 2024

Darkhorse Analytics is proud to announce that two of our projects—CORE Score Data Visualization and AIDSVu Interactive Map & Location Profiles—have been honored with Anthem Awards. These recognitions highlight our commitment to using data to create meaningful change. The Anthem Awards celebrate purpose and mission-driven work, and we are proud to see these projects recognized.

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CIO Business Intelligence

NOVEMBER 20, 2024

Meta has hired the former CEO of Salesforce AI, Clara Shih, to lead a new “Business AI” group. Salesforce has still not publicly acknowledged Shih’s departure , but it will be hard to ignore now that she’s announced her new role on her LinkedIn profile. Shih is now a vice president at Meta and the head of a new business AI group, she said in a post there.

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TDAN

NOVEMBER 20, 2024

Mastering data governance has become a critical challenge for insurers in today’s rapidly evolving insurance landscape. Many companies struggle to balance fostering innovation and maintaining regulatory compliance. This blog post will explore the complexities of insurance data governance, highlighting the pitfalls and best practices.

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Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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

CIO Business Intelligence

NOVEMBER 20, 2024

At its Microsoft Ignite 2024 show in Chicago this week, Microsoft and industry partner experts showed off the power of small language models (SLMs) with a new set of fine-tuned, pre-trained AI models using industry-specific data. “While organizations around the world recognize the value and potential of AI, for AI to be truly effective, it must be tailored to specific industry needs,” said Satish Thomas, corporate VP of business and industry solutions at Microsoft, in a blog post.

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TDAN

NOVEMBER 20, 2024

Data quality issues continue to plague financial services organizations, resulting in costly fines, operational inefficiencies, and damage to reputations. Even industry leaders like Charles Schwab and Citibank have been severely impacted by poor data management, revealing the urgent need for more effective data quality processes across the sector.

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CIO Business Intelligence

NOVEMBER 20, 2024

Nonostante il ROI di qualsiasi progetto di AI rimanga ancora incerto [in inglese] , una cosa sta diventando chiara: i CIO spenderanno molto di più per questa tecnologia nei prossimi anni. La società di ricerca IDC prevede che la spesa mondiale per supportare le strategie di AI raggiungerà i 337 miliardi di dollari nel 2025, per poi superare il raddoppio entro il 2028, raggiungendo i 749 miliardi di dollari.

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TDAN

NOVEMBER 20, 2024

A systems thinking approach to process control and optimization demands continual data quality feedback loops. Moving the quality checks upstream to the source system provides the most extensive control coverage. Data quality approaches not utilizing these loops will fail to achieve the desired results, often worsening the problem.

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Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Testing

AWS Big Data

NOVEMBER 20, 2024

We’re excited to announce a new feature in Amazon DataZone that offers enhanced metadata governance for your subscription approval process. With this update, domain owners can define and enforce metadata requirements for data consumers when they request access to data assets. By making it mandatory for data consumers to provide specific metadata, domain owners can achieve compliance, meet organizational standards, and support audit and reporting needs.

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TDAN

NOVEMBER 20, 2024

In my last article, “The Shift from Syntactic to Semantic Data Curation and What It Means for Data Quality” published in the August 2024 issue of this newsletter, I argued how the adoption of generative AI will change the focus and scope of data quality management (DQM).

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Dataiku

NOVEMBER 20, 2024

This article was written by our friends at Databricks. Databricks is the data and AI company. More than 10,000 organizations worldwide — including Block, Comcast, Condé Nast, Rivian, Shell and over 60% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to take control of their data and put it to work with AI.

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TDAN

NOVEMBER 20, 2024

In today’s data-driven landscape, organizations have a wealth of information at their fingertips — but unlocking its full potential is a complex challenge. Many struggle to effectively leverage data for AI, analytics, and decision-making, often hindered by issues like accuracy, availability, and security. For CIOs and CDOs, prioritizing and addressing these obstacles is mandatory.

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Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.

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Jet Global

NOVEMBER 20, 2024

Organizations can now streamline digital transformations with Logi Symphony on Google Cloud, utilizing BigQuery, the Vertex AI platform and Gemini models for cutting-edge analytics RALEIGH, N.C. – Nov. 20, 2024 – insightsoftware , a leader in data & analytics, today announced the availability of Logi Symphony, its flagship embedded business intelligence (BI) solution, on Google Cloud Marketplace.

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TDAN

NOVEMBER 20, 2024

Business Intelligence (BI) solutions have been around for some time. Traditional BI tools were designed to be used by the IT team, business analysts, and data scientists and utilized sophisticated features that required specialized knowledge and skills possessed only by the technical and analytical community.

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KDnuggets

NOVEMBER 20, 2024

It is always good to remind yourself that you’re not immune to cyber threats. Nobody is unless they implement the right practices to ensure their safety.

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IT 59

Data Virtualization

NOVEMBER 20, 2024

Reading Time: 5 minutes At Denodo, we have always believed that AI-based assistance holds tremendous potential to simplify and democratize data management. With the development of large language models (LLMs) and other generative AI (GenAI) technologies in recent years, we have doubled our efforts. The post Welcome to the Era of Denodo Assistant appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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