Trending Articles

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DeepSeek-R1 vs DeepSeek-V3: Detailed Comparison

Analytics Vidhya

DeepSeek has made significant strides in AI model development, with the release of DeepSeek-V3 in December 2024, followed by the groundbreaking R1 in January 2025. DeepSeek-V3 is a Mixture-of-Experts (MoE) model that focuses on maximizing efficiency without compromising performance. DeepSeek-R1, on the other hand, incorporates reinforcement learning to enhance reasoning and decision-making.

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5 AI Agent Frameworks Compared

KDnuggets

Check out this comparison of 5 AI frameworks to determine which you should choose.

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What is Beam Search in NLP Decoding?

Analytics Vidhya

Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization. Beam search balances between exploring the search space efficiently and generating high-quality output. In this blog, we will dive deep into the […] The post What is Beam Search in NLP Decoding?

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How to Run Parallel Time Series Analysis with Dask

KDnuggets

In this article, we show you how to run parallel time series analysis with Dask, through a practical Python-based tutorial.

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Activating Intent Data for Sales and Marketing

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

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AI Pact: Simplifying EU AI Act compliance for enterprises

CIO Business Intelligence

While most provisions of the EU AI Act come into effect at the end of a two-year transition period ending in August 2026, some of them enter force as early as February 2, 2025. The European law on artificial intelligence is extensive and complex and understanding it and integrating it into daily practice requires a great deal of effort, knowledge, and resources, say CIOs, experts and executives from the legal and public policy areas of enterprises, who agree that those two years to reach full co

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DeepSeek's Rise Shows Why AI Flexibility Matters More Than Ever

Dataiku

The generative AI (GenAI) landscape shifted dramatically this month when DeepSeek, a startup based in China, made headlines with two significant moves: releasing its AI assistant as a free app that quickly became the number one download on Apple's App Store and open-sourcing its DeepSeek R1 model.

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How to Summarize Scientific Papers Using the BART Model with Hugging Face Transformers

KDnuggets

Learn how to perform paper summarization with BART.

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What CIOs should learn now that DeepSeek is here

CIO Business Intelligence

Chinese AI startup DeepSeek made a big splash last week when it unveiled an open-source version of its reasoning model, DeepSeek-R1, claiming performance superior to OpenAIs o1 generative pre-trained transformer (GPT). The news caused NVIDIA, leading maker of GPUs used to power AI in data centers, to shed nearly $600 billion of its market cap on Monday because DeepSeeks innovations, according to Gartner, appear to use significantly less advanced hardware and computing power resources, while stil

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Data Quality Is Free

Anmut

If quality is free, why isn't data? In 1979, Philip B. Crosby introduced a revolutionary concept: quality is free. Originally applied to manufacturing, this principle holds profound relevance in today’s data-driven world. The idea is simple yet powerful – investing in quality upfront provides a significant saving because it eliminates the need to fix problems after they occur.

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How Open Universities Australia modernized their data platform and significantly reduced their ETL costs with AWS Cloud Development Kit and AWS Step Functions

AWS Big Data

This is a guest post co-authored by Michael Davies from Open Universities Australia. At Open Universities Australia (OUA) , we empower students to explore a vast array of degrees from renowned Australian universities, all delivered through online learning. We offer students alternative pathways to achieve their educational aspirations, providing them with the flexibility and accessibility to reach their academic goals.

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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

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How to Build RAG System Using DeepSeek R1?

Analytics Vidhya

I have been reading a lot about RAG and AI Agents, but with the release of new models like DeepSeek V3 and DeepSeek R1, it seems that the possibility of building efficient RAG systems has significantly improved, offering better retrieval accuracy, enhanced reasoning capabilities, and more scalable architectures for real-world applications. The integration of more […] The post How to Build RAG System Using DeepSeek R1?

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Gráficos de conocimiento: el eslabón perdido en la IA empresarial

CIO Business Intelligence

Los grandes modelos de lenguaje (LLM) son buenos para aprender de datos no estructurados. Pero gran parte del valor de propiedad que tienen las empresas est encerrado en bases de datos relacionales, hojas de clculo y otros tipos de archivos estructurados. Las grandes empresas llevan mucho tiempo utilizando grficos de conocimiento para comprender mejor las relaciones subyacentes entre los puntos de datos, pero estos grficos son difciles de construir y mantener , y requieren el esfuerzo de desarro

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[Infographic] 8 Steps to Drive AI Literacy Success

Dataiku

As data and analytics leaders, youre tasked with navigating the fast-evolving world of AI while ensuring your teams are equipped to thrive in this new era. Building organizational AI literacy is no longer optional its essential for staying competitive and unlocking innovation (such as Johnson & Johnsons Vision team did when they built working GenAI and LLM prototypes with Dataiku in less than two days at a hackathon).

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Redpanda Lowers the Complexity and Cost of Streaming and Event Data

David Menninger's Analyst Perspectives

I recently wrote about the need for enterprises to harness events to process and act upon data at the speed of business. The core technologies that enable enterprises to process and analyze data in real time have been in existence for many years and are widely adopted. However, streaming and events technologies are also commonly seen as a niche requirement, separate from an enterprises primary focus on batch processing of data at rest.

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Optimizing The Modern Developer Experience with Coder

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.

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Building a RAG System for Smart Decision-Making in Organizations

Analytics Vidhya

In todays fast-paced business environment, organizations are inundated with data that drives decisions, optimizes operations, and maintains competitiveness. However, extracting actionable insights from this data remains a significant hurdle. A Retrieval-Augmented Generation (RAG) system, when integrated with Agentic AI, tackles this challenge by not only retrieving relevant information but also processing and delivering context-aware insights […] The post Building a RAG System for Smart De

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How to Fine-Tune DeepSeek-R1 for Your Custom Dataset (Step-by-Step)

KDnuggets

Fine-tune the DeepSeek model step by step. even if you're new to LLMs!

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La crisis de los costes ocultos de la IA

CIO Business Intelligence

La fiebre del oro de la inteligencia artificial (IA) est creando un problema inesperado: un desperdicio masivo en el aprovisionamiento de recursos. El exceso de costes de la nube conduce inevitablemente a una falta de verdadero retorno de la inversin para estos sistemas. Muchas empresas gastan 2 dlares para obtener 1 dlar de beneficios. Eso no es rentable.

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GenAI Alone Won’t Give You an Edge in 2025 — But These Trends Will

Dataiku

IT leaders, data executives, and business decision-makers are moving beyond early GenAI experimentation and shifting their focus to operationalizing AI at scale for measurable impact. But with the landscape evolving rapidly , leaders must navigate key challenges: How do we differentiate in a world where generative AI (GenAI) models are becoming commoditized?

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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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Data Catalogs Serve Multiple Roles and Use Cases

David Menninger's Analyst Perspectives

Metadata management has played a role in data governance and analytics for many years. It wasnt until the emergence of the data catalog as a product category just over a decade ago that enterprises had a platform for metadata-driven data management that could span multiple departments and use cases across an entire enterprise. ISG defines a data catalog as an inventory of data assets that surfaces metadata from data platforms, tools and applications that can be used to understand how and when da

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Guide on YOLOv11 Model Building from Scratch using PyTorch

Analytics Vidhya

YOLO models have made significant contributions to computer vision in various applications, such as object detection, segmentation, pose estimation, vehicle speed detection, and multimodal tasks. While understanding their applications is crucial, it’s equally important to know how these models are built and how they work. This article will focus on that aspect.

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7 Tools To Help Write Better Python Code

KDnuggets

Want to focus on writing useful Python applications without worrying about code quality? Let these tools do the heavy lifting for you!

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AI Governance: Act now, thrive later

CIO Business Intelligence

We all know technology moves fast and is only moving faster. Artificial Intelligence (AI) technologies are moving faster than previous technologies and it is transforming companies and industries at an extraordinary rate. There is such excitement about these technologies and their use cases that we are starting to see implementations everywhere. Employees are experimenting, developing, and moving these AI technologies into production, whether their organization has AI policies or not.

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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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Hybrid big data analytics with Amazon EMR on AWS Outposts

AWS Big Data

Businesses require powerful and flexible tools to manage and analyze vast amounts of information. Amazon EMR has long been the leading solution for processing big data in the cloud. Amazon EMR is the industry-leading big data solution for petabyte-scale data processing, interactive analytics, and machine learning using over 20 open source frameworks such as Apache Hadoop , Hive, and Apache Spark.

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Databricks Scores Massive Funding Round, Continues to Expand Its Offerings

David Menninger's Analyst Perspectives

Databricks recently announced its Series J funding round, successfully raising $10 billion at a valuation of $62 billion. Led by Thrive Capital alongside high-profile investors such as Andreessen Horowitz and Insight Partners, the company intends to invest this capital towards new artificial intelligence (AI) products, acquisitions and significant expansion of its international operations.

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Kokoro-82M: Compact, Customizable, and Cutting-Edge TTS Model

Analytics Vidhya

Text-to-speech (TTS) technology has evolved rapidly, allowing natural and expressive voice generation for a various applications. One standout model in this domain is Kokoro TTS, a cutting-edge TTS model known for its efficiency and high-quality speech creation. Kokoro-82M is a Text-to-Speech model consisting of 82 million parameters. Despite its significantly small size (82 million parameters), […] The post Kokoro-82M: Compact, Customizable, and Cutting-Edge TTS Model appeared first on An

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Coding with Qwen 2.5: An Overview

KDnuggets

Code smarter, not harder with Qwen 2.5.

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Predicting the Future of Sales: How AI and Automation Will Revolutionize Strategies

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

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Mercadona apuesta en firme por la innovación con un Plan de Excelencia Digital

CIO Business Intelligence

El gigante espaol del retail , Mercadona, redobla su apuesta por la innovacin y la tecnologa con vistas a eficientar la operativa interna y mejorar la experiencia del cliente. El buque insignia de Juan Roig ha anunciado la puesta en marcha de un ambicioso Plan de Excelencia Digital dotado con 250 millones de euros , lo que le permitir seguir avanzando en la reingeniera de proyectos y modernizar procesos que ya han sido digitalizados.

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Navigating Enterprise Architecture in the SAP Ecosystem: Skills Needed!

Timo Elliott

At the recent ASUG TechConnect event there was a great conversation about the evolving role of the enterprise architect in the SAP ecosystem. Hosted by Jon Reed , co-founder of Diginomica, the session featured Geoff Scott, ASUG CEO and Chief Community Champion, and Josh Greenbaum , Principal at Enterprise Applications Consulting. Together, they explored the challenges, opportunities, and critical skills required for enterprise architects to bridge the gap between business and technology.

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Simplify Your Reporting with Jet Reports Online’s Reports Center

Jet Global

Access to accurate, timely financial data is essential for finance professionals navigating the complexities of todays dynamic business environment. In a world where business decisions need to be made quickly and confidently, having reliable data at your fingertips can make all the difference. Yet, achieving this level of insight is easier said than done.

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What is Mistral Small 3? All You Need to Know

Analytics Vidhya

Mistral AI has launched its latest and most efficient small language model (SLM) – Mistral Small 3. Its a 24-billion-parameter language model designed for high efficiency and low latency. The model aims to deliver robust performance across various AI tasks while maintaining rapid response times. Heres all you need to know about Mistral Small 3 […] The post What is Mistral Small 3?

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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.