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.
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
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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.
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
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
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.
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
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
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.
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.
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.
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
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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?
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?
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
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.
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.
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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
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.
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.
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.
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.
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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.
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.
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.
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.
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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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.
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