Tue.Dec 24, 2024

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What is Mixture of Experts (MoE)?

Analytics Vidhya

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)?

Modeling 223
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Artificial Intelligence for Noobs

KDnuggets

A beginners guide to AI and how to get started.

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Build Production-Grade LLM-Powered Applications with PydanticAI

Analytics Vidhya

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

Software 208
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Can AI-Driven SEO Tools to Supercharge Your Marketing

Smart Data Collective

AI can do a great job with your SEO campaign, as long as you use the right tools to help you.

Marketing 105
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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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Top 5 Generative AI Stocks to Watch in 2025

Analytics Vidhya

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.

Analytics 208
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8 major IT disasters of 2024

CIO Business Intelligence

The past year was filled with big IT news: The hype surrounding AI and its widespread adoption, huge numbers of tech industry layoffs , major cyberattacks , and major mergers. Like most years, 2024 also saw its share of IT disasters. Some were forgotten within days or weeks, but others have had long-lasting effects, with damages running into the billions of dollars in one case.

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Cuatro pasos para optimizar el gasto empresarial en la nube

CIO Business Intelligence

La proliferacin de la computacin en la nube ha transformado radicalmente la forma en que las empresas gestionan sus cargas de trabajo crticas, transformando la nube en una herramienta estratgica y un facilitador de negocios. Los hiperescalares (proveedores de servicios en la nube que ofrecen soluciones de computacin en la nube escalables y flexibles), como Amazon Web Services, Microsoft Azure y Google Cloud, han revolucionado la escalabilidad y la flexibilidad.

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Windsurf vs Cursor AI: Which is Better for Coding?

Analytics Vidhya

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?

Software 224
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Los clientes de SAP están tardando en implantar la IA de forma generalizada

CIO Business Intelligence

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.

Software 105
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How to Create Podcasts using Google Illuminate?

Analytics Vidhya

Generative AI has become an integral part of our lives. It is turning our imaginations into reality. Today, we can chat with computers, identify images in an instant, and even create podcasts without uttering a single word. One of Google’s latest innovations in this field is NotebookLM. This tool allows users to engage in seamless […] The post How to Create Podcasts using Google Illuminate?

Analytics 208
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Tech supply chains at risk as the US launches probe into China’s legacy chip dominance

CIO Business Intelligence

The US has intensified its campaign to counter Chinas ambitions in technology leadership, with the Biden administration initiating a high-stakes investigation into Chinas expanding dominance in legacy semiconductor manufacturing. The US Trade Representative (USTR) is probing whether Chinas practices backed by extensive state support constitute unfair competition, endangering American industries and national security.

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