Fri.Jun 14, 2024

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Gantt Charts using Python

Analytics Vidhya

Introduction This article describes Gantt charts and emphasizes how important they are for creating project schedules. It also shows how they can show timeframes, dependencies, and tasks. It offers detailed instructions for making Gantt charts with Python’s matplotlib and plotly tools. Also demonstrating how to use them to efficiently and effectively display project timelines.

Analytics 277
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The New O’Reilly Answers: The R in “RAG” Stands for “Royalties”

O'Reilly on Data

The latest release of O’Reilly Answers is the first example of generative royalties in the AI era, created in partnership with Miso. This new service is a trustworthy source of answers for the O’Reilly learning community and a new step forward in the company’s commitment to the experts and authors who drive knowledge across its learning platform. Generative AI may be a groundbreaking new technology, but it’s also unleashed a torrent of complications that undermine its trustworthiness, many of wh

Metadata 200
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PyTorch vs TensorFlow: Which is Better for Deep Learning?

Analytics Vidhya

Introduction Efficient ML models and frameworks for building or even deploying are the need of the hour after the advent of Machine Learning (ML) and Artificial Intelligence (AI) in various sectors. Although there are several frameworks, PyTorch and TensorFlow emerge as the most famous and commonly used ones. PyTorch and Tensorflow have similar features, integrations, […] The post PyTorch vs TensorFlow: Which is Better for Deep Learning?

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Deepfakes: Coming soon to a company near you

CIO Business Intelligence

AI-powered deepfake technology is rapidly advancing, and it’s only a matter of time before cybercriminals find a business model they can use, some security experts say.

Modeling 141
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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?

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The Data-Information-Knowledge-Wisdom Pyramid

Analytics Vidhya

Introduction In today’s information age, data is king. But simply having data is not enough. To truly excel in this data-driven world, we need to be able to transform that data into actionable insights. This is where the DIKW, or Data-Information Knowledge Wisdom Pyramid, comes in. The DIKW Pyramid is a robust framework that helps […] The post The Data-Information-Knowledge-Wisdom Pyramid appeared first on Analytics Vidhya.

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How can CIOs safely unleash generative AI on their company’s data?

CIO Business Intelligence

Generative artificial intelligence, or GenAI, has been a transformative force in many different business fields since it appeared on the scene in 2022. According to McKinsey, GenAI could bring savings opportunities of up to $2.6 trillion across various operational functions. However, many business leaders hesitate to adopt it due to security fears. IBM reports that 96% of executives see adopting generative AI as increasing their organisation’s chances of experiencing a security breach within the

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ECBA certification: An entry-level credential for business analysts

CIO Business Intelligence

The Entry Certificate in Business Analysis (ECBA) is a credential for business analysts offered by the International Institute of Business Analysis (IIBA), a nonprofit professional association founded in 2003 to promote the field of business analysis. According to the organization, the ECBA covers the foundational knowledge and competencies on business analysis for this in-demand field.

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Fine-Tuning vs Full Training vs Training from Scratch in Machine Learning

Analytics Vidhya

Introduction Many methods have been proven effective in improving model quality, efficiency, and resource consumption in machine learning. The distinction between fine-tuning vs full training vs training from scratch can help you decide which approach is right for your project. Then, we will review them individually and see where and when to use them, using […] The post Fine-Tuning vs Full Training vs Training from Scratch in Machine Learning appeared first on Analytics Vidhya.

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Atos grabs lifeline from Onepoint

CIO Business Intelligence

Atos has opted for a rescue offer from Onepoint consortium that, together with offers from the French government and Alten to acquire parts of the business, lifts the cloud of uncertainty hanging over the ailing French IT services company. Onepoint’s proposal provides for a restructuring of Atos’ financial debt and the establishment of a sustainable capital structure, Atos said on Tuesday, the same day it announced that it had received a €270 million (about $290 million) offer from engineering c

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Understanding and Using Ordinal Data

Analytics Vidhya

Introduction This article explores ordinal data, a type of data with values that have a meaningful order but unknown magnitude between consecutive values. It covers examples such as drink sizes and professional ranks, applications in subjective evaluations like customer satisfaction surveys, appropriate statistical measures, and the qualitative nature of ordinal data.

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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.

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La IA puede ser la respuesta a sus problemas de datos, pero no a todos ellos

CIO Business Intelligence

En la actualidad, 143 millones de personas esperan una intervención quirúrgica en países de renta baja. Y aunque hay organizaciones dispuestas a aportar médicos y recursos, existe un vacío de información entre unos y otros, afirma Joan LaRovere, jefa médica asociada del Boston Children’s Hospital, profesora de la Facultad de Medicina de Harvard y cofundadora de la Virtue Foundation, ONG dedicada a resolver este problema de información.

Software 111
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Mathematics for Data Science

Analytics Vidhya

Introduction Mathematics is a way of uncovering possible insights or information from data as done in the field of Data Science. So data science is a vast and a type of mixed field of statistical analysis, computer science, and domain expertise. But it is still the underlying mathematics used in data science that provides essential […] The post Mathematics for Data Science appeared first on Analytics Vidhya.

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Briolf Group pone en marcha su plan estratégico de seguridad TI

CIO Business Intelligence

Briolf Group ha optado por implementar una estrategia integral de seguridad TI para las siete sociedades con las que actualmente cuenta la multinacional. Para ello, el grupo industrial con sede en Girona ha confiado en Fsafe, la unidad de ciberseguridad de Fibratel. El grupo empresarial de origen familiar, que cuenta con más de 1.000 empleados en el mundo, ha crecido notablemente orgánica e inorgánicamente, incorporando a nuevas compañías hasta llegar a siete sociedades productivas y posicionánd

IT 105
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10 Best AI-Powered Smartwatches in India

Analytics Vidhya

Introduction If you’ve been in the market looking for a new smartwatch, you’ve probably noticed how advanced they’ve become lately. Thanks to the integration of Artificial Intelligence (AI), smartwatches are getting smarter by the day! These AI-powered smartwatches cater to the needs of fitness buffs, tech enthusiasts, and everyday users alike.

Marketing 286
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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.

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Cognizant lanza un conjunto de soluciones basadas en LLM para el sector sanitario

CIO Business Intelligence

La asociación entre Cognizant y Google Cloud suscrita el pasado mes de agosto empieza a dar sus frutos. La compañía de servicios ha lanzado el “primer” conjunto de soluciones de modelos de lenguaje a gran escala (LLM) para el sector sanitario basándose en la tecnología de inteligencia artificial (IA) generativa Google Cloud , que incluye la plataforma Vertex AI y los modelos Gemini.

Marketing 105
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Data Science in Medicine: Precision & Recall or Specificity & Sensitivity?

Analytics Vidhya

Introduction Evaluation of models and medical tests is significant in both data science and medicine. However, these two domains use different metrics, which is confusing. While data scientists use precision and recall, medics use specificity and sensitivity. When it comes to the relationship between these metrics, they differ. This, therefore, calls for comprehension of their […] The post Data Science in Medicine: Precision & Recall or Specificity & Sensitivity?

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Telefónica España promociona los destinos inteligentes con un nuevo ‘hub’ de innovación

CIO Business Intelligence

Telefónica España lidera la creación de un Hub de Innovación Turística (HIT) junto a más de 40 empresas especializadas en el sector con el propósito de impulsar su digitalización. Además, harán especial hincapié en el fomento de nuevos destinos turísticos inteligentes (DTI) de los que actualmente hay en España más de 400. En este sentido cabe recordar que los DTI nacieron allá por el 2013 con el fin de modernizar y hacer más competitivos los destinos turísticos españoles siguiendo un planteamien

Data Lake 105
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Unlocking Data Insights: Key Pandas Functions for Effective Analysis

KDnuggets

This article aims to cover some of the Pandas functions essential for data analysis. You can seamlessly handle missing values, remove duplicates, replace specific values, and perform several other data manipulation tasks by mastering these tools.

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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.

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Where Does Data Governance Fit Into Hybrid Cloud?

Cloudera

At a time when artificial intelligence (AI) and tools like generative AI (GenAI) and large language models (LLMs) have exploded in popularity, getting the most out of organizational data is critical to driving business value and carving out a competitive market advantage. To reach that goal, more businesses are turning toward hybrid cloud infrastructure – with data on-premises, in the cloud, or both – as a means to tap into valuable data.

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Riding the AI Wave: OpenAI’s GPT-4o and Beyond

Dataiku

A few weeks ago, OpenAI unveiled GPT-4o, its latest and most advanced transformer-based foundational model. The “o” in GPT-4o stands for "omni" (Latin for “every”), reflecting its ability to handle prompts that mix text, audio, images, and video. This powerful multimodal capability has captivated the AI community and set a new standard for generative and conversational AI experiences.

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Repsol democratiza la IA generativa entre sus empleados con Copilot

CIO Business Intelligence

Repsol vuelva a situarse a la vanguardia al introducir y extender la inteligencia artificial (IA) generativa a todos sus empleados con el asistente para web Copilot. Gracias a la tecnología desarrollada por Microsoft, la fuerza laboral de la multienergética podrá realizar búsquedas más precisas en Internet, resumir documentos web o generar imágenes, entre otras tareas, siempre en entornos seguros.