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?

Machine Learning 185

Machine Learning Modeling Analytics IT 185

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.

Data-driven 76

Data-driven Management Risk Big Data 76

Analytics Vidhya

DECEMBER 23, 2024

Deep learning intelligent agents are revolutionizing the concept of machine and technology around us. Cognitive systems are able to reason, decide, operate and even solve problems without human interferences. Unlike other forms of AI that mainly involve set programmed routines, autonomous agents can work on their own, or learn when to take action, and learn […] The post Building a Multi-Agent System with CAMEL AI appeared first on Analytics Vidhya.

Deep Learning 173

Deep Learning Technology Analytics 173

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.

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69

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

Optimization

Analytics Vidhya

DECEMBER 23, 2024

AI benchmarks have long been the standard for measuring progress in artificial intelligence. They offer a tangible way to evaluate and compare system capabilities. But is this approach the best way to assess AI systems? Andrej Karpathy recently raised concerns about the adequacy of this approach in a post on X. AI systems are becoming […] The post Rethinking AI Benchmarks: Moving Beyond Puzzle-Solving appeared first on Analytics Vidhya.

Measurement 125

Measurement Analytics 125

CIO Business Intelligence

DECEMBER 23, 2024

The past year was another one of rapid change, as economic cycles, business trends, and technology itself evolved at a breakneck pace. So what did the year that was and all its frenetic energy teach us? We asked a handful of CIOs to catch their breath and think about what they are taking away from the past year. Heres what they say. 1. Gen AI moved past hype and proved its worth ChatGPT and the generative AI revolution marked their second anniversary in November 2024.

IT 92

IT Strategy Technology Experimentation 92

CIO Business Intelligence

DECEMBER 23, 2024

La analtica prescriptiva va un paso ms all y no solo predice lo que podra suceder, sino que recomienda las mejores acciones para lograr un resultado positivo. En lugar de limitarse a mostrar escenarios futuros probables, esta tecnologa ofrece un mapa con las rutas ptimas para llegar a un destino concreto. Por ejemplo, este modelo es capaz de predecir que un consultor de ventas experimentar una cada en el rendimiento en la prxima semana.

Enterprise 59

Enterprise 59

Analytics Vidhya

DECEMBER 23, 2024

With 2025 fast approaching, AI agents are shaking up industries as they execute complex tasks, assist in making decisions, and interact intuitively with humans and systems. These independent partners are transforming customer support, healthcare, and education, spurring innovation and redefining productivity. Here are 5 AI Agents entering the future that will redefine assistance along new […] The post Top 5 AI Agents to Look Out For in 2025 appeared first on Analytics Vidhya.

Interactive 125

Interactive Analytics 125

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.

Reporting 52

Reporting 52

Analytics Vidhya

DECEMBER 23, 2024

Generative AI has seen explosive growth over the past year, reshaping industries and opening new possibilities for innovation. For engineering students, learning GenAI is crucial in todays tech-driven world. Mastering these skills enables them to solve complex problems, optimize processes, and create impactful solutions across various fields. As AI becomes more integrated into engineering applications, […] The post 11 Essential GenAI Skills for Engineering Students appeared first on Analyt

Optimization 125

Optimization Analytics 125

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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?

Business Intelligence

CIO Business Intelligence

DECEMBER 23, 2024

A new survey of SAP customer organizations shows that, despite AI experimentation, few have implemented AI and generative AI technologies across their enterprises. Thats not to say organizations arent eager to leverage AI for process optimization and data analysis, in particular, but concerns about security, data quality, and governance remain hurdles.

Experimentation 52

Experimentation Optimization Digital Transformation Manufacturing 52

CIO Business Intelligence

DECEMBER 23, 2024

How do data strategies work and do companies even need them? This question is on the minds of many business leaders today. At the same time, they are under increasing pressure to remain competitive and innovative. A key factor in achieving this goal is the effective use of data: it allows companies to identify efficiency reserves in processes and to better understand customers to adapt products and services or even develop new offerings.

Data Strategy 52

Data Strategy Strategy Manufacturing Visualization 52

CIO Business Intelligence

DECEMBER 23, 2024

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IT 52

IT Big Data 52

CIO Business Intelligence

DECEMBER 23, 2024

Para su Informe sobre la preparacin para la inteligencia artificial (IA) generativa, la compaa de servicios de TI Avanade encuest a ms de 3.000 ejecutivos de TI y empresas de 10 pases con, al menos, 500 millones de dlares en ingresos anuales. Como era de esperar, ms del 90% de los encuestados afirm que su organizacin necesita evolucionar a un modelo operativo que priorice la IA antes de fin de ao para seguir siendo competitiva.

IT 59

IT Technology 59

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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.

Reporting

CIO Business Intelligence

DECEMBER 23, 2024

69 SaaSSoftware as a ServiceSaaS AIMiletosSaaS CEO 2024363721SaaS550 SaaSSoftware as a Service75.3 SaaS20185SaaSSaaS 61.840.640.1 SaaS69.2 SaaS 68.451.325.9 SaaSSaaS 72.568.8 SaaSSaaS 83.947.2 9761.336.

Management 59

Management 59

CIO Business Intelligence

DECEMBER 23, 2024

President-elect Donald Trump has tapped Sriram Krishnan, a seasoned entrepreneur and former Andreessen Horowitz partner, as the Senior Policy Advisor for Artificial Intelligence within the White House Office of Science and Technology Policy. Krishnans appointment signals a renewed focus on maintaining US leadership in AI innovation, alongside a push to reshape how AI interacts with industries and digital infrastructure.

Interactive 59

Interactive Technology 59

CIO Business Intelligence

DECEMBER 23, 2024

Nel 2024 le aziende italiane hanno continuato a investire sul digitale e il trend si confermer nel 2025. Due le grandi priorit: cybersicurezza e intelligenza artificiale. Ma se la cybersecurity , ormai, una necessit assodata, lAI e la GenAI avanzano con passi rapidi in cima alle priorit di investimento, ritenute sempre pi un fattore cruciale di competitivit.

Machine Learning 84

Machine Learning Data Governance Data Lake ROI 84

CIO Business Intelligence

DECEMBER 23, 2024

1967 57 CES(Consumer Electronics Show) . 2025 1 7, CES . 2025 1 5 . , CES . 33 . CES , , , , . , 2025 CES 1 292 . 129 165 . 44.2%, 46.1% . 2 60. 16 15 . . [1] CES 2025 7 . [1] CES 2025 7 Best of innovation Award CES (Best of Innovation) (Honoree) . 2025 3,400 19 7 . 0.6% . 2025 , CES . . ( : , ?

Technology 52

Technology 52

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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.

Data-driven