Analytics Vidhya

DECEMBER 27, 2024

Last year, the DeepSeek LLM made waves with its impressive 67 billion parameters, meticulously trained on an expansive dataset of 2 trillion tokens in English and Chinese comprehension. Setting new benchmarks for research collaboration, DeepSeek ingrained the AI community by open-sourcing both its 7B/67B Base and Chat models. Now, what if I tell you there […] The post Andrej Karpathy Praises DeepSeek V3s Frontier LLM, Trained on a $6M Budget appeared first on Analytics Vidhya.

Modeling 353

Modeling Analytics IT 353

CIO Business Intelligence

DECEMBER 27, 2024

Como la mayora de las empresas, Ikea se centra en los datos y la inteligencia artificial (IA) para cumplir sus ambiciones de futuro. Por ello, hace cuatro aos, la empresa desarroll una estrategia de datos para todo el grupo, que se ha seguido desde entonces. Si la sigo y lo hago bien, cada vez se utilizarn ms datos en las aplicaciones y soluciones de IA que se construyan a medida que lleguen nuevos datos, afirma Francesco Marzoni, director de Datos y Anlisis de Ingka, la empresa que gestiona la

Software 105

Software Technology 105

Analytics Vidhya

DECEMBER 27, 2024

Probability is a cornerstone of statistics and data science, providing a framework to quantify uncertainty and make predictions. Understanding joint, marginal, and conditional probability is critical for analyzing events in both independent and dependent scenarios. This article unpacks these concepts with clear explanations and examples. What is Probability?

Uncertainty 181

Uncertainty Statistics Measurement Data Science 181

AWS Big Data

DECEMBER 27, 2024

The Amazon EMR runtime for Apache Spark offers a high-performance runtime environment while maintaining 100% API compatibility with open source Apache Spark and Apache Iceberg table format. Amazon EMR on EC2 , Amazon EMR Serverless , Amazon EMR on Amazon EKS , Amazon EMR on AWS Outposts and AWS Glue all use the optimized runtimes. In this post, we demonstrate the performance benefits of using the Amazon EMR 7.5 runtime for Spark and Iceberg compared to open source Spark 3.5.3 with Iceberg 1.6.1

Cost-Benefit 100

Cost-Benefit Testing Metrics Optimization 100

Advertisement

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

Optimization

Analytics Vidhya

DECEMBER 27, 2024

Object detection is pivotal in artificial intelligence, serving as the backbone for numerous cutting-edge applications. From autonomous vehicles and surveillance systems to medical imaging and augmented reality, the ability to identify and locate objects in images and videos is transforming industries worldwide. TensorFlow’s Object Detection API, a powerful and versatile tool, simplifies building robust object […] The post Object Detection with TensorFlow appeared first on Analytics

Analytics 140

Analytics 140

KDnuggets

DECEMBER 27, 2024

From the unstoppable rise of generative AI to sustainability-driven innovations: a retrospective analysis of the data science trends that revolutionized the field in 2024 and beyond.

Data Science 88

Data Science Data-driven 88

CIO Business Intelligence

DECEMBER 27, 2024

Segn la firma de investigacin IDC, muchas organizaciones han lanzado docenas de proyectos de prueba de concepto de inteligencia artificial (IA) solo para ver que un gran porcentaje fracasa, en parte porque los CIO no saben si las POC cumplen con las mtricas clave. En una encuesta de IDC de septiembre , el 30% de los CIO reconocieron que no saban qu porcentaje de sus pruebas de concepto de IA cumplan con las mtricas de KPI objetivo o se consideraban exitosas.

KPI 105

KPI Software Strategy IT 105

Analytics Vidhya

DECEMBER 27, 2024

Over the last few years, significant progress has been made in researching and improving the reasoning capabilities of large language models, with a strong focus on enhancing their proficiency in solvingarithmetic and mathematical problems. A model with good arithmetic and mathematical reasoning can help in : This article explores how advancements in mathematical reasoning are […] The post Getting Started with Qwen2.5-Math appeared first on Analytics Vidhya.

Modeling 151

Modeling Analytics 151

CIO Business Intelligence

DECEMBER 27, 2024

El agotamiento laboral sigue siendo un problema generalizado para las organizaciones de TI. Es un problema complejo que no ha mejorado desde que alcanz su punto mximo durante la pandemia de la covid. A pesar de no haber sufrido la pandemia mundial, la industria ha sufrido despidos masivos en medio de la creciente demanda de seguir el ritmo de la tecnologa en constante evolucin.

Modeling 104

Modeling IT Strategy 104

Analytics Vidhya

DECEMBER 27, 2024

In the last few years, generative models have become transformative tools in AI industry, enabling text generation, image synthesis, and much more capabilities getting unlocked rapidly. But how do these models really adapt to the the evolving needs of their users? It all looks like a magic to us, when we get responses from a […] The post Dynamic Prompt Adaptation in Generative Models appeared first on Analytics Vidhya.

Modeling 178

Modeling Analytics IT 178

Advertisement

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

DECEMBER 27, 2024

Users who expected to be able to use the resources of the Azure content delivery network (CDN) from Edgio until November 2025, as previously announced, had a not-so-festive gift this week the CDN is now shutting down on Jan. 15, 2025. In a post on Github , Rich Lander, principal program manager,NET core at Microsoft, offered more detail. Some.NET binaries and installers are hosted on Azure Content Delivery Network (CDN) domains that end in.azureedge.net.

Data Processing 59

Data Processing Management IT 59

Analytics Vidhya

DECEMBER 27, 2024

Retrieval-Augmented Generation is a technique that enhances the capabilities of large language models by integrating information retrieval processes into their operation. This approach allows LLMs to pull in relevant data from external knowledge bases, ensuring that the responses generated are more accurate, up-to-date, and contextually relevant. Corrective RAG (CRAG) is an advanced strategy within the […] The post Corrective RAG (CRAG) in Action appeared first on Analytics Vidhya.

Strategy 161

Strategy Modeling Analytics 161

CIO Business Intelligence

DECEMBER 27, 2024

The Special Olympics is overhauling its technology stack as part of a digital transformation designed to bolster the training of its athletes across the globe. Nathan Cook , who started as chief information and technology officer at Special Olympics more than a year ago, has aggressive plans for the Washington, D.C.-based nonprofits next five years, which includes moving away from its disparate legacy IT systems and building a Microsoft-centric platform running Docebos unique learning managing s

Digital Transformation 52

Digital Transformation IT Data-driven Technology 52

Analytics Vidhya

DECEMBER 27, 2024

In a year marked by OpenAIs notable releases like GPT-4o, Sora, and o1, the open-source community has been steadily advancing with its own impressive models. Among them is DeepSeek V3, an open-source model developed on a budget of just $5.5Msignificantly lower than GPT-4os ($100M+) training cost. With 685 billion parameters and a Mixture-of-Experts (MoE) architecture, […] The post DeepSeek V3 vs GPT-4o: Can Open-Source AI Compete with GPT-4os Power?

Modeling 208

Modeling Analytics IT 208

Advertisement

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.

Reporting