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In this tutorial, you will learn how to construct iterate update and train a CNN model using JAX, Flax, and Optax on the MNIST dataset. This tutorial starts from how to set up the environment and preprocess the data to how to define the CNN structure and the final step is to test the model. […] The post Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide appeared first on Analytics Vidhya.
In the face of shrinking budgets and rising customer expectations, banks are increasingly relying on AI, according to a recent study by consulting firm Publicis Sapiens. The Global Banking Benchmark Study 2024 , which surveyed more than 1,000 executives from the banking sector worldwide, found that almost a third (32%) of banks’ budgets for customer experience transformation is now spent on AI, machine learning, and generative AI.
In an era where artificial intelligence (AI) is tasked with navigating and synthesizing vast amounts of information, the efficiency and accuracy of retrieval methods are paramount. Anthropic, a leading AI research company, has introduced a groundbreaking approach called Contextual Retrieval-Augmented Generation (RAG). This method marries traditional retrieval techniques with innovative tweaks, significantly enhancing retrieval accuracy and relevance. […] The post Magic Behind Anthropic’s C
A pesar de que el 84% de las organizaciones considera de importancia “estratégica” sus objetivos de sostenibilidad, sólo el 21% de ellas se apoya en la tecnología para reducir su huella medioambiental y configurar su estrategia global en este ámbito. En el caso de las organizaciones españolas, la cifra decrece hasta el situarse en un 18%. Así se desprende del Barómetro Global de Sostenibilidad desarrollado por Ecosystm a cargo de Kyndryl y Microsoft.
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.
The rise of large language models (LLMs) like Gemini and GPT-4 has transformed creative writing and dialogue generation, enabling machines to produce text that closely mirrors human creativity. These models are valuable tools for storytelling, content creation, and interactive systems, but evaluating the quality of their outputs remains challenging.
In the quest to reach the full potential of artificial intelligence (AI) and machine learning (ML), there’s no substitute for readily accessible, high-quality data. If the data volume is insufficient, it’s impossible to build robust ML algorithms. If the data quality is poor, the generated outcomes will be useless. Data silos, lack of standardization, and uncertainty over compliance with privacy regulations can limit accessibility and compromise data quality, but modern data management can overc
Have you ever been curious about what powers some of the best Search Applications such as Elasticsearch and Solr across use cases such e-commerce and several other document retrieval systems that are highly performant? Apache Lucene is a powerful search library in Java and performs super-fast searches on large volumes of data. The indexing and […] The post Guide to Apache Lucene for High Performance Search Applications appeared first on Analytics Vidhya.
Have you ever been curious about what powers some of the best Search Applications such as Elasticsearch and Solr across use cases such e-commerce and several other document retrieval systems that are highly performant? Apache Lucene is a powerful search library in Java and performs super-fast searches on large volumes of data. The indexing and […] The post Guide to Apache Lucene for High Performance Search Applications appeared first on Analytics Vidhya.
Desde su constitución en el año 1976, la compañía de seguridad Prosegur ha basado su crecimiento y evolución en una estrategia sustentada en tres pilares fundamentales: la innovación, su equipo humano y una orientación al cliente. Pilares que han llevado a la marca a estar presente en 34 países con una plantilla de más de 170.000 empleados —cerca de 34.000 en España— en sus diferentes áreas de negocio: Security, Cash, Alarms, AVOS Tech y Cipher.
BART is truly one of a kind in the ever-changing realm of NLP, as a strong model that has drastically changed the way we think of text generation and understanding. BART, which is short for Bidirectional and Autoregressive Transformer, takes the best aspects of both sides of the transformer architectures into one single view. In […] The post Guide to BART (Bidirectional & Autoregressive Transformer) appeared first on Analytics Vidhya.
In today’s fast-paced digital landscape, AI platforms are playing a pivotal role in reshaping industries and driving business transformation. As businesses across the UAE embark on their digital journeys, AI has emerged as a key enabler, streamlining operations, enhancing decision-making, and fostering innovation. In a recent fireside chat featuring leading industry experts from the tech sector, attendees gained valuable insights into how AI platforms can be leveraged to create new growth opport
The field of multi-agent systems (MAS) in artificial intelligence is rapidly advancing with new frameworks enhancing collaborative and automated decision-making. Two new entries in this space are OpenAI’s Swarm and Microsoft’s Magentic-One, both of which offer different approaches to the development and deployment of multi-agent systems.
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
Cloud can unlock new capabilities to strategically drive the business. As a result, organisations are continually investing in cloud to re-invent existing business models and leapfrog their competitors. As cloud spending rises due to AI and other emerging technologies, Cloud FinOps has become essential for managing, forecasting, and optimising costs.
It's a Saturday afternoon, and I'm at a kid's birthday party. The obligatory small talk is in full swing, and after discussing whose kid belongs to whom and comparing notes on cupcake flavors, I hear the inevitable question, "So, what do you do?
ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!
Traditionally viewed as rock-solid and steady, the insurance industry is not exactly associated with taking big risks. But Florida-based Brown & Brown Insurance put old-school conventions to the test when it joined a growing cadre of leading organizations remodeling IT to reflect the pervasive role of technology in business transformation. Under Executive Vice President and CIO Gray Nester, BBIN traded up the legacy IT moniker for the modern-day Technology Solutions Group brand.
Ante la reducción de las partidas presupuestarias y el aumento de las expectativas de los clientes, los bancos recurren cada vez más a la inteligencia artificial (IA) , según un estudio reciente de la consultora Publicis Sapiens. El Global Banking Benchmark Study 2024 , en el que se encuestó a más de 1000 ejecutivos del sector bancario de todo el mundo, concluyó que casi un tercio (32%) de los presupuestos de los bancos para la transformación de la experiencia del cliente se destina actualment
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
Disaster recovery (DR) is often no more than a checkbox item for IT, because the team spends so much time fighting fires and working to advance new, mission-critical implementations. To that point, DR didn’t make CIOs’ top five priorities in the Foundry State of the CIO 2024 survey. So, given the lack of focused attention on DR, it should come as no surprise that many CIOs lack confidence that their system will enable them to recover quickly in the event of a disaster or a ransomware attack, mak
During Office Hours, Sue Griffey walked us through the pros and cons of 3 different mapping approaches: Pin drop maps (made for free with Google) Heat maps (made with Excel) Tile grid maps (also made in Excel) Overlay maps (tile grids, icon stacks, or waffles on top of traditional geographic maps) In this video, you’ll learn about the challenges of each approach.
Le imprese europee spenderanno 1,18 trilioni di dollari in IT nel 2024 (+11,1% rispetto al 2023) e 1,28 trilioni nel 2025 (+8,7%), secondo le più recenti stime di Gartner [in inglese]. I CIO europei continueranno a investire in servizi di cloud pubblico (123 miliardi di dollari previsti nel 2024) e in cybersicurezza (47 miliardi), e il cloud verrà usato anche per sostenere i nuovi carichi di lavoro dell’intelligenza artificiale e dell’AI generativa.
Look for Analytics with Low-Code/No-Code Technology! The advent of low-code, no-code app and software development has enabled rapid, innovative changes to all types of development projects and that new environment is evident in Modern Business Intelligence (BI) and Augmented Analytics products and solutions. Here are some important predictions and statistics from technology research organizations: Gartner predicts that 75% of new software solutions will incorporate a low-code approach to develop
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.
La de Cosentino, dice Álvaro de la Haza, vicepresidente ejecutivo del grupo en España, es una aleación de “humildad y ambición”. En un escenario marcado por retos complejos como la carencia de materiales, los requisitos normativos de sostenibilidad, el déficit de talento especializado o la necesidad de seguir el compás de la geopolítica actual para la buena supervivencia del negocio, De la Haza pone en valor el esfuerzo de la compañía española a la hora de definir una estrategia de innovación qu
President-elect Donald Trump has announced Brendan Carr as the next head of the US Federal Communications Commission (FCC), the organization responsible for setting the regulations governing telecoms, broadband, satellite communications and broadcasting in the US. Unlike some of the executive appointments made by Trump in recent days, Carr is an experienced hand at the FCC, having served as a commissioner since 2017 after a period as an aide to Commissioner Ajit Pai before becoming the organizat
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