Wed.Nov 20, 2024

article thumbnail

Comparing LLMs for Text Summarization and Question Answering

Analytics Vidhya

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.

Modeling 203
article thumbnail

Siete formas de implementar su propio LLM

CIO Business Intelligence

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.

Insiders

Sign Up for our Newsletter

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

article thumbnail

What are Agentic Flows in CrewAI?

Analytics Vidhya

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?

article thumbnail

CIO100 2024: The top transformational tech leaders and teams in Southeast Asia and Hong Kong

CIO Business Intelligence

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.

Insurance 101
article thumbnail

15 Modern Use Cases for Enterprise Business Intelligence

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?

article thumbnail

What is a Bernoulli Distribution?

Analytics Vidhya

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.

article thumbnail

How to Implement Named Entity Recognition with Hugging Face Transformers

KDnuggets

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.

116
116

More Trending

article thumbnail

7 Advanced SQL Techniques for Data Manipulation in Data Science

KDnuggets

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

article thumbnail

La IA generativa redefine la educación secundaria; así es GenAI4ED

CIO Business Intelligence

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.

article thumbnail

Darkhorse Analytics Wins Two Anthem Awards for Data Visualization Excellence

Darkhorse

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.

article thumbnail

Microsoft partners with industry leaders to offer vertical SLMs

CIO Business Intelligence

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.

article thumbnail

8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌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.

article thumbnail

Mastering Data Governance in Insurance: Balancing Innovation with Compliance

TDAN

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.

article thumbnail

La alta directiva bloquea el valor de los datos en sus empresas

CIO Business Intelligence

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.

article thumbnail

Data Errors in Financial Services: Addressing the Real Cost of Poor Data Quality

TDAN

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.

article thumbnail

Meta creates ‘Business AI’ group led by ex-Salesforce AI CEO Clara Shih

CIO Business Intelligence

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.

Sales 59
article thumbnail

Marketing Operations in 2025: A New Framework for Success

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.

article thumbnail

The Art of Lean Governance: A Systems Thinking Approach to Data Governance

TDAN

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.

article thumbnail

Enhance data governance with enforced metadata rules in Amazon DataZone

AWS Big Data

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.

article thumbnail

Data Speaks for Itself: Data Validation – Data Accuracy Imposter or Assistant?

TDAN

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).

article thumbnail

The Surprising Roadblocks to Scaling GenAI (& How to Smash Through Them)

Dataiku

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.

IT 52
article thumbnail

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

article thumbnail

Unleashing the Power of Data: A Guide for CIOs and CDOs

TDAN

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.

article thumbnail

insightsoftware Launches Logi Symphony on Google Cloud Marketplace, Bringing Embedded BI and Analytics to Broader Audience

Jet Global

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.

article thumbnail

Combining Traditional and Modern BI Tools

TDAN

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.

article thumbnail

AI in Cybersecurity: The Solution to Protecting Yourself

KDnuggets

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.

IT 57
article thumbnail

The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

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.

article thumbnail

Welcome to the Era of Denodo Assistant

Data Virtualization

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.