KDnuggets

SEPTEMBER 23, 2024

It's important to transform data for effective data analysis. R's 'dplyr' package makes data transformation simple and efficient. This article will teach you how to use the dplyr package for data transformation in R. Install dplyr Before using dplyr, you must install and load it into your R session. Now you’re ready to.

Data Transformation 97

Data Transformation IT 97

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction In the dynamic realm of artificial intelligence, innovation never stands still, and new models continuously emerge, vying for attention and application. Among the latest breakthroughs are Mistral Large 2 and Anthropic’s Claude 3.5 Sonnet, each representing distinct approaches to harnessing AI’s potential. Mistral Large 2 focuses on performance and versatility, promising to handle a […] The post Mistral Large 2 vs Claude 3.5 Sonnet: Performance, Accuracy, and Effici

Modeling 268

Modeling Analytics 268

CIO Business Intelligence

SEPTEMBER 23, 2024

Data-driven insights are only as good as your data Imagine that each source of data in your organization—from spreadsheets to internet of things (IoT) sensor feeds—is a delegate set to attend a conference that will decide the future of your organization. As these data delegates travel toward each other, they cross multiple boundaries such as networks, trust zones, stakeholders, organizations, firewalls, and geographies.

Manufacturing 122

Manufacturing Internet of Things Metadata Risk 122

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction Ensuring data quality is paramount for businesses relying on data-driven decision-making. As data volumes grow and sources diversify, manual quality checks become increasingly impractical and error-prone. This is where automated data quality checks come into play, offering a scalable solution to maintain data integrity and reliability. At my organization, which collects large volumes of […] The post Automating Data Quality Checks with Dagster and Great Expectations appeared fi

Data Quality 255

Data Quality Data-driven Data Integration Analytics 255

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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

CIO Business Intelligence

SEPTEMBER 23, 2024

There are many ways to educate your board about preparing the organization for tough times. Here are five specific areas to focus on regarding innovation and thought leadership. Innovation is critical despite economic cycles or company performance Especially in difficult times, the board may look for additional ways to improve profit margins and generally tighten the belt.

ROI 120

ROI Scorecard Metrics B2B 120

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction OpenAI’s development of CLIP (Contrastive Language Image Pre-training) has seen a lot of development in multimodal and natural language models. CLIP VIT L14 shows how you can represent image and text processing tasks. With different applications, this computer vision system can help represent text and images in a vector format. Another great attribute of […] The post CLIP VIT-L14: OpenAI’s Multimodal Marvel for Zero-Shot Image Classification appeared first on Analytics V

Modeling 250

Modeling Analytics Machine Learning 250

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction The smartphone industry is witnessing a new war! Companies are competing to integrate advanced generative AI features into their devices. From enhancing user interactions to transforming efficiency, the rivalry is intense. Apple recently released the iPhone 16 series, but the long-awaited AI capabilities, driven by Apple Intelligence, will not be fully accessible until December. […] The post LLMs on Mobile: Present and Future Possibilities appeared first on Analytics Vidhya.

Interactive 227

Interactive Analytics Technology Modeling 227

CIO Business Intelligence

SEPTEMBER 23, 2024

Los responsables de TI se enfrentan a muchos retos, pero pocos son más desalentadores que tratar con un subordinado directo que, de un modo u otro, se ha vuelto poco fiable o negligente. Según Orla Daly, CIO del proveedor de servicios de formación Skillsoft, existen varias razones por las que un director o ejecutivo puede necesitar mantener una conversación franca con un subordinado directo.

Software 116

Software Technology IT Management 116

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction Don’t want to spend money on APIs, or are you concerned about privacy? Or do you just want to run LLMs locally? Don’t worry; this guide will help you build agents and multi-agent frameworks with local LLMs that are completely free to use. We’ll explore how to build agentic frameworks with CrewAI and Ollama […] The post Building Multi-Agentic System with CrewAI and Ollama appeared first on Analytics Vidhya.

Analytics 212

Analytics Modeling 212

CIO Business Intelligence

SEPTEMBER 23, 2024

The last decade has seen its fair share of volatility in the healthcare industry. From the rise of value-based payment models to the upheaval caused by the pandemic to the transformation of technology used in everything from risk stratification to payment integrity, radical change has been the only constant for health plans. The emergence of generative artificial intelligence (GenAI) is the latest groundbreaking development to put payers to the test when it comes to staying nimble and competitiv

Management 115

Management Experimentation Strategy Data-driven 115

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Data-driven

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction Don’t want to spend money on APIs, or are you concerned about privacy? Or do you just want to run LLMs locally? Don’t worry; this guide will help you build agents and multi-agent frameworks with local LLMs that are completely free to use. We’ll explore how to build agentic frameworks with CrewAI and Ollama […] The post How to Build Multi-Agent System with CrewAI and Ollama?

Analytics 162

Analytics Modeling 162

CIO Business Intelligence

SEPTEMBER 23, 2024

Niebla, lluvia, accidentes o un automóvil averiado en el camino. Todos estos factores y más influyen en la seguridad de los vehículos que circulan por las carreteras y, en la sociedad hiperconectada actual, estos elementos se transforman en datos e información que pueden ayudar a predecir sobre posibles peligros en la ruta. Con esto en mente, Bosch ha integrado su nuevo servicio de peligros en carretera, que informa y alerta en tiempo real a los conductores sobre las condiciones meteorológicas

Software 115

Software Management 115

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction Retrieval Augmented Generation (RAG) pipelines are improving how AI systems interact with custom data, but two critical components we will focus on here: memory and hybrid search. In this article, we will explore how integrating these powerful features can transform your RAG system from a simple question-answering tool into a context-aware, intelligent conversational agent. […] The post Memory and Hybrid Search in RAG using LlamaIndex appeared first on Analytics Vidhya.

Interactive 165

Interactive Analytics Modeling 165

CIO Business Intelligence

SEPTEMBER 23, 2024

“Después de un año y medio excepcional, el viernes es mi último día como CIO ( Chief Technology Officer ) de Leroy Merlin España”. Con estas palabras anunciaba Javier Mallo el cierre de una etapa en el gigante del retail. Tras diversas conjeturas y vaticinios, el ingeniero agrónomo de profesión ha confirmado a través de una publicación de LinkedIn su paradero: Carrefour España.

Technology 115

Technology 115

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

SEPTEMBER 23, 2024

NumPy is a powerful Python library, which supports many mathematical functions that can be applied to multi-dimensional arrays. In this short tutorial, you will learn how to calculate the eigenvalues and eigenvectors of an array using the linear algebra module in NumPy. Calculating the Eigenvalues and Eigenvectors in NumPy In order to explore.

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CIO Business Intelligence

SEPTEMBER 23, 2024

En un entorno tan cambiante como el tecnológico, la desaparición de empresas o la interrupción de un servicio concreto está a la orden del día. Firmas que proponían una solución basada en un tipo de tecnología que en pocos años ha quedado obsoleta, o ha surgido otra más prometedora, o no ha terminado de cuajar. Según la firma de soluciones de gestión de capital Carta, en el primer trimestre de este año aumentaron en un 58% las quiebras de startups respecto a 2023.

Software 114

Software IT Strategy 114

Cloudera

SEPTEMBER 23, 2024

We’re more than a week into Hispanic Heritage Month, which started on September 15 and continues through October 15. This month is an annual celebration in the United States that honors the contributions, culture, and achievements of Hispanic and Latinx Americans. Over the next few weeks, we’ll be gathering with fellow Clouderans to reflect on and celebrate, the achievements of the Hispanic and Latinx communities here in the U.S. and across the globe.

Data Processing 88

Data Processing Testing IT 88

CIO Business Intelligence

SEPTEMBER 23, 2024

L’Italia è un Paese di micro, piccole e medie imprese: quasi 5 milioni, pari al 99% del totale, secondo gli ultimi censimenti di ISTAT. È un dato che costituisce anche un vanto del nostro tessuto industriale, fatto di eccellenza, artigianalità e creatività. Tuttavia, non sempre piccolo è bello. E quando si tratta di digitalizzazione si può tradurre in una ridotta capacità di concentrare in una funzione dedicata i compiti legati all’IT inteso come supporto all’innovazione.

Management 109

Management IT Technology Software 109

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

KDnuggets

SEPTEMBER 23, 2024

Let’s learn how to train the speech recognition model with Wav2Vec 2.0 and Transformers. Preparation Our tutorial would require the following packages, so install them with the following code: pip install transformers datasets soundfile Additionally, you should install the PyTorch package by selecting the suitable version for your environment. With the package.

Modeling 90

Modeling 90

CIO Business Intelligence

SEPTEMBER 23, 2024

En un contexto de hipercompetitividad, ninguna organización quiere quedarse atrás; como consecuencia, el empleo de nuevas tecnologías y soluciones innovadoras en el negocio se ha convertido en una auténtica baza estratégica. Así se desprende del último informe presentado por Experian, un documento que analiza las diferentes perspectivas de los responsables de la toma de decisiones en cuatro áreas clave: prioridades estratégicas, datos y analítica, tecnología y riesgos.

Consulting 108

Consulting Machine Learning Data Integration IT 108

KDnuggets

SEPTEMBER 23, 2024

If you’ve been keeping up, I have been creating a series of free courses that are actually free, for example, the AI & ML Edition. Type in ‘Free courses that are actually free’ in the search bar to look at the rest. In this blog, I will dive into free courses with Google, from programming.

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Dataiku

SEPTEMBER 23, 2024

Generative AI (GenAI) is no longer a future concept — it’s here, and it’s reshaping how businesses operate. But while some companies are seizing the moment, others are struggling to keep up.

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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