Sat.Jan 25, 2025 - Fri.Jan 31, 2025

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Don’t Manage Your Python Environments, Just Use Docker Containers

KDnuggets

Python environment management can sometimes give you that awful feeling in the pit of your stomach. So don't do it: just use Docker containers.

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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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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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How AI Developers Can Get Expert Help with CS Tasks

Smart Data Collective

AI developers need to get outside assistance if they are trying to create better code.

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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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The Role of AI in Shaping the Future of Work

KDnuggets

Rather than fearing AI, we should see it as a tool that complements human skills, helping professionals focus on high-value work and enhancing job roles.

IT 133
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Empowering AI with Senses: A Journey into Multimodal LLMs Part 1

Analytics Vidhya

The human mind naturally perceives language, vision, smell, and touch, enabling us to understand our surroundings. We are particularly inclined toward linguistic thought and visual memory. As GenAI models continue to grow, researchers are now working on extending their capabilities by incorporating multimodality. Large Language models (LLMs) only accept text as input and produce text […] The post Empowering AI with Senses: A Journey into Multimodal LLMs Part 1 appeared first on Analytics V

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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 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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Get Free ChatGPT Pro Features With DeepSeek-R1, Kimi k & More!

Analytics Vidhya

ChatGPT has recently launched its Pro subscription model offering advanced features, enhanced capabilities, and greater usage limits. While these features are undoubtedly impressive, the Pro plan comes with a hefty price tag of $200/month! Sounds expensive? Dont worry. There are numerous open-source AI models and tools that offer many of these features for free.

Modeling 211
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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

Modeling 117
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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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[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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Using DeepSeek-R1 Locally

KDnuggets

Run powerful reasoning models locally, matching the performance of OpenAI's o1 capabilities, completely free, and avoid paying $200 a month for a pro subscription.

Modeling 124
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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?

Modeling 210
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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

Software 104
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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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Setting up a GitHub Repo and Power BI Project

Paul Turley

Both Azure DevOps and GitHub are supported Git repos for Power BI and Fabric workspace integration. Getting started with GitHub is quite easy, and anyone can have a free GitHub account. Simply navigate to [link] and sign-up for an account.

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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.

Modeling 120
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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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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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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 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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10 Advanced Python Tricks for Data Scientists

KDnuggets

Master cleaner, faster code with these essential techniques to supercharge your data workflows.

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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.

Modeling 140
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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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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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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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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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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

Modeling 140
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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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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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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

Metadata 147
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Coding with Qwen 2.5: An Overview

KDnuggets

Code smarter, not harder with Qwen 2.5.

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Python Walrus Operator

Analytics Vidhya

Python 3.8 features the Walrus Operator as an important language syntax improvement delivering assignment expression capabilities. This operator, represented by := operator, developers can establish variable assignments while working within expressions. Developers find the Walrus Operator useful when writing compact code through variable assignment expressions specifically for situations requiring instant value usage.

Analytics 140
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El negocio de servicios digitales mantuvo un crecimiento del 9% en 2024

CIO Business Intelligence

En Espaa el negocio de los servicios digitales mantuvo, de media, un crecimiento del 9% durante los once primeros meses del 2024 frente al mismo periodo de 2023. As se desprende del barmetro mensual TIC Monitor elaborado conjuntamente por la Fundacin VASS y el Centro de Predicciones Econmicas (Ceprede). Segn rezan los datos, solo en el mes de noviembre, la actividad en el sector registr un crecimiento del 5,1% interanual.

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The Cloud Development Environment Adoption Report

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.