Wed.Jan 29, 2025

article thumbnail

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?

article thumbnail

Coding with Qwen 2.5: An Overview

KDnuggets

Code smarter, not harder with Qwen 2.5.

88
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

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
article thumbnail

Data Wrangling in Rust with Polars

KDnuggets

Looking for efficient data wrangling in Rust? Polars offers fast, memory-safe tools for tasks like filtering, joining, and aggregating data.

67
article thumbnail

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.

article thumbnail

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
article thumbnail

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.

More Trending

article thumbnail

After DeepSeek, Kimi k1.5 Outshines OpenAI o1

Analytics Vidhya

The Chinese AI model is the recent advancements in reinforcement learning (RL) with large language models (LLMs) that have led to the development of Kimi k1.5, a model that promises to reshape the landscape of generative AI reasoning. This article explores the key features, innovations, and implications of Kimi k1.5, drawing insights from the research […] The post After DeepSeek, Kimi k1.5 Outshines OpenAI o1 appeared first on Analytics Vidhya.

Modeling 256
article thumbnail

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
article thumbnail

How to Access Qwen2.5-Max?

Analytics Vidhya

Have you been keeping tabs on the latest breakthroughs in Large Language Models (LLMs)? If so, youve probably heard of DeepSeek V3one of the more recent MoE (Mixture-of-Expert) behemoths to hit the stage. Well, guess what? A strong contender has arrived, and its called Qwen2.5-Max. Today, well see how this new MoE model has been […] The post How to Access Qwen2.5-Max?

Modeling 246
article thumbnail

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.

IT 147
article thumbnail

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.

article thumbnail

How to Run DeepSeek Models Locally in 5 Minutes?

Analytics Vidhya

DeepSeek has taken the AI community by storm, with 68 models available on Hugging Face as of today. This family of open-source models can be accessed through Hugging Face or Ollama, while DeepSeek-R1 and DeepSeek-V3 can be directly used for inference via DeepSeek Chat. In this blog, well explore DeepSeek’s model lineup and guide you […] The post How to Run DeepSeek Models Locally in 5 Minutes?

Modeling 219
article thumbnail

Abu Dhabi set to become the world’s first fully AI-Powered government by 2027

CIO Business Intelligence

In a move to establish itself as a global leader in AI-driven government, the government of Abu Dhabi has unveiled its ambitious Abu Dhabi Government Digital Strategy 2025-2027. This transformative plan, developed by the Department of Government Enablement (DGE) in collaboration with various governmental bodies, will see an investment of AED 13 billion over the next three years.

article thumbnail

Is the DeepSeek Mobile App Better Than ChatGPT?

Analytics Vidhya

DeepSeek has already made its name in the list of top AI models. Thanks to the recent launch of its V3 model, followed by the even better, R1 model. While its growing to be our go-to AI chatbot on our laptops, does it also hold power on our mobile phones? Lets find out by comparing […] The post Is the DeepSeek Mobile App Better Than ChatGPT? appeared first on Analytics Vidhya.

Modeling 210
article thumbnail

Knowledge graphs: the missing link in enterprise AI

CIO Business Intelligence

Large language models (LLMs) are good at learning from unstructured data. But a lot of the proprietary value that enterprises hold is locked up inside relational databases, spreadsheets, and other structured file types. Large enterprises have long used knowledge graphs to better understand underlying relationships between data points, but these graphs are difficult to build and maintain, requiring effort on the part of developers, data engineers, and subject matter experts who know what the data

article thumbnail

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.

article thumbnail

China vs USA: Who is Losing the AI Race?

Analytics Vidhya

China and the USA have long been leaders in science, technology, and innovation, and the AI space is no exception. But whos ahead now? Six months ago, the U.S. was the clear frontrunner. However, Chinas impressive comeback with models like Qwen 2.5, DeepSeek R1, V3, Janus Pro, and Kiki k1.5 has made the answer far […] The post China vs USA: Who is Losing the AI Race?

Modeling 208
article thumbnail

AI poised to overhaul the customer journey

CIO Business Intelligence

AI is poised to take over the customer journey for a wide range of products in the next five years. CIOs who ignore the trend risk losing major ground to competitors, AI and marketing experts suggest. AI-driven product recommendations are already a common component of customer buying journeys, but AI tools coming soon will act as personal concierges, providing hyper-customized recommendations, after-sale add-on suggestions, and post-purchase support, says Naveen Sharma, senior vice president and

Sales 127
article thumbnail

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.

article thumbnail

La IA está lista para renovar la experiencia del cliente

CIO Business Intelligence

La i nteligencia artificial (IA) est preparada para hacerse cargo del recorrido del cliente para una amplia gama de productos en los prximos cinco aos. Los CIO que ignoren la tendencia corren el riesgo de perder terreno frente a la competencia, advierten los expertos en IA y marketing. Las recomendaciones de productos basadas en IA ya son un componente comn de los recorridos de compra de los clientes , pero las herramientas de IA que estn por llegar actuarn como asistentes personales , proporcio

Marketing 111
article thumbnail

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.

article thumbnail

Streamline the Analysis of Your Loans’ Financed Emissions With Dataiku

Dataiku

Financed Emissions (FE) are the Greenhouse Gas (GHG) emissions attributable to financial institutions due to their involvement in providing capital and/or financing to GHG-emitting companies. FE figure in the GHG Protocol s downstream scope 3 breakdown as category 15 which covers corporate investments. They must therefore be disclosed to comply with major regulations (i.e., the Corporate Sustainability Reporting Directive ) and standards (i.e., International Sustainability Standards Board ).

Finance 40
article thumbnail

El fuerte aumento de los costes de TI está haciendo que los CIO se centren en la innovación

CIO Business Intelligence

Muchos directores de sistemas de la informacin (CIO, por sus siglas en ingls) esperan importantes subidas de precios en la nube y otros productos y servicios de TI durante 2025 , lo que obligar a aquellos con presupuestos estancados a tomar decisiones difciles sobre el gasto en TI. Los CIO encuestados por Gartner a finales de 2024 esperan un aumento de costes del 8,9%, de media, para los productos y servicios de TI.

Software 109
article thumbnail

SAP restructures board to emphasize AI-first, suite-first strategy

CIO Business Intelligence

SAP is starting the 2025 financial year with a new executive board.The German software company announced that 39-year-old Sebastian Steinhuser will be promoted to the executive board. In the future, Steinhuser will head the newly created Strategy & Operations board group and, in this position, will continue to drive the implementation of SAPs strategy and simplify company processes.

article thumbnail

How agentic AI is making everyone a data expert

CIO Business Intelligence

IT service and operations teams increasingly benefit from the enrichment of their work systems with modern technology. Artificial intelligence (AI) reduces toil, identifies important information, summarizes information, and makes recommendations, enabling IT organizations to focus their critical skills more effectively. However, the data collected during this work is frequently underutilized or overlooked once its immediate purpose is complete.

article thumbnail

Enterprise ABM Marketing Tools: A Marketers Guide

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

article thumbnail

World’s largest pulp manufacturer streamlined SAP S/4HANA integration for better outcomes

CIO Business Intelligence

Cloud-based enterprise resource planning solutions are transforming and enhancing business operations. Yet despite the organisational benefits, businesses are slow to modernise IT, citing challenges in integrating legacy systems due to change management and user adoption issues. They also need to overcome complexities in data migration and customisation, on top of high related upfront costsall while facing increased data and user demands.

article thumbnail

Tecnología y negocio en el ámbito industrial, la convergencia de dos imprescindibles para Cerealto Siro

CIO Business Intelligence

Sobre los hombros de Juan Manuel Garca Dujo, actual Chief Information Officer (CIO, por sus siglas en ingls) de Cerealto Siro, recae la misin de alinear las TI con los objetivos de negocio. Tras ms de una dcada capitaneando la transformacin digital y la ciberseguridad de la compaa de servicios, Garca Dujo ha logrado forjar un camino donde la tecnologa y la seguridad de la informacin se erigen como pilares fundamentales para el xito empresarial.

ROI 71
article thumbnail

Telefónica Tech lanza una plataforma de IA generativa para crear asistentes virtuales personalizables

CIO Business Intelligence

Nuevo paso adelante en el objetivo de desplegar el uso de la inteligencia artificial (IA) en la esfera empresarial por parte de Telefnica Tech. La telco ha lanzado al mercado una nueva plataforma bautizada como Telefnica Tech GenAI Platform con el fin de ayudar a las organizaciones a crear asistentes virtuales personalizables capaces de resolver consultas complejas, automatizar tareas repetitivas y optimizar procesos internos a travs de una interfaz clara e intuitiva.

article thumbnail

伊藤忠商事のIT・戦略部長が語る「ITリーダーの役割」とは

CIO Business Intelligence

ITIT ITIT211CISD ASIA CO, LTD 35 35PC 199133IT10 102000ERP 10ITITIT12ITIT SAPSAP S/4HANADX IT UnixeSAPERP DXAI SAPIT IT IT 10 IT 1010 SAPPM SAP5 30 ITCDP5CDP AI IT ITIT2018ITIT2020IT ITDX SAP S/4HANA2025ITIT IT CIO 3 : 12 125 : : 3 IT : IT : ITITITITITIT : IT : 4IT DX DXDX DXDXDXSDGsDXDX AIAIAIRPAAI IT IT

IT 52
article thumbnail

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.

article thumbnail

Evolve conference showcases how enterprises partner with Trace3 to ensure AI success

CIO Business Intelligence

Last years Evolve conference showcased practical use cases for AI, an area where Trace3 has developed significant expertise. Key themes included how AI can help companies grow; charting the AI landscape for the future; and assessing the impact of AI on specific industries, from financial services to healthcare. Expert presentations as well as insights from many of Trace3s partners, including Microsoft, Cisco, and Dell Technologies created a compelling, forward-thinking deep dive on cutting-edge

article thumbnail

3 key areas where AI is transforming insurance today

CIO Business Intelligence

In the two years since generative artificial intelligence (genAI) burst onto the global stage and quickly found its way into the strategy playbooks of the worlds largest businesses, weve all heard a lot about the technologys potential. Countless surveys and one-off product demos have touted a future vision where workflows are streamlined, customer interactions are more personalized, and manual tasks are automated.

article thumbnail

Assessing the Future for AI PCs – What IT Execs are Saying

CIO Business Intelligence

Over the past couple of years, AI has infiltrated virtually every aspect of digital infrastructure, with an initial focus on storage and compute servers. Now, as organizations move from proofs of concept to deployment of AI projects, interest is growing in the potential that the AI PC holds. Attendees of recent CIO Roundtables have provided their insights into what to expect from this new class of device.

IT 52
article thumbnail

How Wipro made adopting RISE with SAP at a near-zero migration cost possible

CIO Business Intelligence

The potential of innovation is exciting given how technology solutions are progressively evolving into an everything-as-a-service due to the advent of the cloud. This is seen clearly in enterprise resource planning (ERP). Of all the different ways of adopting ERP tools, the cloud ERP model goes further by shifting from a total cost of ownership (TCO) to a cost innovation aspect.

article thumbnail

4 AI Hacks to Make Sales Teams More Efficient

Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.