KDnuggets
DECEMBER 25, 2024
2024 has been yet another groundbreaking year for AI, with major breakthroughs, industry shifts, and ethical challenges shaping its future. Let's uncover together the key moments that defined AI this year about to finalize.
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.
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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
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
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
KDnuggets
DECEMBER 26, 2024
A beginners guide to getting started with image captioning models with HuggingFace.
Analytics Vidhya
DECEMBER 24, 2024
The emergence of Mixture of Experts (MoE) architectures has revolutionized the landscape of large language models (LLMs) by enhancing their efficiency and scalability. This innovative approach divides a model into multiple specialized sub-networks, or “experts,” each trained to handle specific types of data or tasks. By activating only a subset of these experts based on […] The post What is Mixture of Experts (MoE)?
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
Dataiku
DECEMBER 23, 2024
Organizations accumulate vast amounts of key information , much of which is locked away in documents. These documents whether they are reports, contracts, invoices, or emails are typically designed for human consumption, making them difficult to process automatically. Fortunately, Document AI , the subfield of AI focused on documents, is making rapid and significant progress.
KDnuggets
DECEMBER 24, 2024
A beginners guide to AI and how to get started.
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?
CIO Business Intelligence
DECEMBER 26, 2024
Las compaas de todo el mundo, independientemente de su sector de actividad y de su tamao, se encuentran inmersas en un proceso de transformacin digital con el objetivo de mejorar la eficiencia de sus procesos internos, mitigar los riesgos, optimizar su servicio al cliente y afrontar los escenarios del futuro y los retos del mercado. La Mutualidad de Arquitectos HNA , entidad aseguradora que gestiona la previsin social del colectivo de arquitectos y profesionales de la Arquitectura Tcnica de Espa
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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?
Smart Data Collective
DECEMBER 24, 2024
AI can do a great job with your SEO campaign, as long as you use the right tools to help you.
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.
Analytics Vidhya
DECEMBER 25, 2024
Creating AI agents that can interact with the real world is a great area of research and development. One useful application is building agents capable of searching the web to gather information and complete tasks. This blog post will guide you through the process of creating such an agent using LangChain, a framework for developing […] The post Building a Web-Searching Agent with LangChain and Llama 3.3 70B appeared first on Analytics Vidhya.
CIO Business Intelligence
DECEMBER 26, 2024
Bajo presin para implementar la inteligencia artificial (IA)dentro de sus organizaciones, la mayora de los CIO temen no tener el conocimiento que necesitan sobre una tecnologa que cambia rpidamente. Tres de cada cinco CIO encuestados por Salesforce dicen que se espera que sepan ms sobre IA de lo que saben, lo que potencialmente conduce a errores de implementacin masivos y costosos.
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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.
AWS Big Data
DECEMBER 23, 2024
Real-time data streaming and event processing are critical components of modern distributed systems architectures. Apache Kafka has emerged as a leading platform for building real-time data pipelines and enabling asynchronous communication between microservices and applications. However, running and managing Kafka clusters at scale can be challenging, requiring specialized expertise and significant operational overhead.
KDnuggets
DECEMBER 23, 2024
We asked our writing team members to each select their favorite article from the year that they wrote, and share their reasons why with us.
Analytics Vidhya
DECEMBER 26, 2024
Linear algebra is a cornerstone of many advanced mathematical concepts and is extensively used in data science, machine learning, computer vision, and engineering. One of the fundamental concepts in linear algebra is eigenvectors, often paired with eigenvalues. But what exactly is an eigenvector, and why is it so important? This article breaks down the concept […] The post What is an Eigenvector and Eigenvalues?
CIO Business Intelligence
DECEMBER 24, 2024
Una nueva encuesta realizada por SAP a organizaciones clientes de las soluciones de la compaa muestra que, a pesar de experimentar con la IA, pocas han implementado esta tecnologa (incuyendo la modalidad generativa) en sus empresas. Eso no quiere decir que las organizaciones no quieran aprovechar la IA para la optimizacin de procesos y el anlisis de datos, en particular, pero las preocupaciones sobre la seguridad, la calidad de los datos y la gobernanza les obstaculizan este camino.
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.
Dataiku
DECEMBER 26, 2024
AI (including Generative AI) is reshaping the workplace, and the speed of these changes demands that companies equip their workforce to navigate and leverage this new technology. For organizations to stay competitive and agile, employees need to be more than just users of AI they need to understand how it works and how it can amplify their roles.
Analytics Vidhya
DECEMBER 24, 2024
In the rapidly evolving landscape of software development, the intersection of artificial intelligence, data validation, and database management has opened up unprecedented possibilities. This blog post explores an innovative approach to SQL-code generation and SQL code explanation using the Latest PydanticAI Framework and Google’s Gemini-1.5 model, demonstrating how cutting-edge AI technologies can streamline and enhance […] The post Build Production-Grade LLM-Powered Applications w
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 Vidhya
DECEMBER 24, 2024
Generative AI witnessed remarkable advancements in 2024. Top generative AI companies like OpenAI, Google and Anthropic lead the LLM race with architecting and improving LLMs. Companies like Nvidia complimented the GenAI revolution with necessary hardware serving as the computational backbone. Also, these LLMs have made it possible to bring autonomous systems to life with agentic […] The post Top 5 Generative AI Stocks to Watch in 2025 appeared first on Analytics Vidhya.
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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.
Analytics Vidhya
DECEMBER 26, 2024
Open-source AI models on Hugging Face have become a driving force in the AI space, and Hugging Face remains at the forefront of this movement. In 2024, it solidified its role as the go-to platform for state-of-the-art models, spanning NLP, computer vision, speech recognition, and more. These models rival proprietary ones, offering flexibility for customization […] The post Top 12 Open Source Models on Hugging Face in 2024 appeared first on Analytics Vidhya.
Analytics Vidhya
DECEMBER 22, 2024
Concluding “12 Days of OpenAI” series, OpenAI introduced the o3 series, highlighting their superior performance in reasoning, coding, and mathematical tasks while maintaining cost-effectiveness. The o3 models achieved an advanced score of 75.7% on the ARC-AGI benchmark, a challenging test of general intelligence that had remained unbeaten for FIVE years.
Analytics Vidhya
DECEMBER 27, 2024
Hugging Face recently released its list of the most liked datasets, each contributing significantly to advancements in AI. These datasets serve diverse purposes, ranging from instruction-following to multimodal understanding, and are widely adopted across various AI applications. Below is a comprehensive overview of these HuggingFace datasets, sorted by the number of downloads. 1.
Analytics Vidhya
DECEMBER 24, 2024
AI tools in software development are increasingly becoming indispensable for streamlining workflows and improving productivity. Windsurf and Cursor AI are two notable AI-powered development environments offering unique features and benefits. Understanding how these tools compare is key to choosing the right one for your needs. This article will break down five critical aspects: AI Integration, […] The post Windsurf vs Cursor AI: Which is Better for Coding?
Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali
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.
Analytics Vidhya
DECEMBER 21, 2024
Scene text recognition (STR) continues challenging researchers due to the diversity of text appearances in natural environments. It is one thing to detect text on images on documents and another thing when the text is in an image on a person’s T-shirt. The introduction of Multi-Granularity Prediction for Scene Text Recognition (MGP-STR), presented at ECCV […] The post Scene Text Recognition (STR) Using Vision-Based Text Recognition appeared first on Analytics Vidhya.
Analytics Vidhya
DECEMBER 23, 2024
Hinge loss is pivotal in classification tasks and widely used in Support Vector Machines (SVMs), quantifies errors by penalizing predictions near or across decision boundaries. By promoting robust margins between classes, it enhances model generalization. This guide explores hinge loss fundamentals, its mathematical basis, and applications, catering to both beginners and advanced machine learning enthusiasts. […] The post What is Hinge Loss in Machine Learning?
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.
Analytics Vidhya
DECEMBER 22, 2024
Web scraping has long been a vital technique for extracting information from the internet, enabling developers to gather insights from various domains. With the integration of Large Language Models (LLMs) like ChatGroq, web scraping becomes even more powerful, offering enhanced flexibility and precision. This article explores how to implement scraping with LLMs to fetch structured […] The post Web Scraping with LLMs appeared first on Analytics Vidhya.
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.
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