Wed.Oct 23, 2024

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How AI Agents Using CrewAI Collaborate for Effective Edtech Solutions?

Analytics Vidhya

AI agents are highly intelligent software programs that can operate independently to help with various tasks. These agents aren’t just skilled at doing tasks independently; they’re also excellent at analyzing data, making predictions, and recommending the best actions to take. This can be a huge advantage in many industries, including sales and marketing.

Sales 202
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Sprinklr Zeros in on a CXM Platform

David Menninger's Analyst Perspectives

Sprinklr’s analyst day in September was an opportunity for the company to dive deeply into its progress in pivoting its product offerings to align with a broader perception of the market for contact centers and adjacent customer-related applications. Sprinklr has described its market as “unified CXM,” or customer experience management. This is nominally aligned with how ISG Research defines the new space emerging from the collision of contact center tools with other systems necessary to manage C

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YOLOv11: The Next Leap in Real-Time Object Detection

Analytics Vidhya

The YOLO (You Only Look Once) series has made real-time object identification possible. The most recent version, YOLOv11, improves performance and efficiency. This article provides in-depth discussions of YOLOv11’s main advancements, parallels to earlier YOLO models, and practical uses. By comprehending its developments, we may observe why YOLOv11 is expected to become a key tool […] The post YOLOv11: The Next Leap in Real-Time Object Detection appeared first on Analytics Vidhya.

Modeling 199
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You Don’t Have to Put Up with a Manual Quote to Contract Process

David Menninger's Analyst Perspectives

In a previous role I was actively involved with identifying and implementing dashboards and reports tracking key sales department metrics and KPIs for enterprise-size customers as well as high-tech growth companies. These included recognizable examples such as opportunity conversion rate, average deal size and sales velocity (length of time to close, won or lost).

Sales 130
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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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Dynamic AI Workflows Through LangGraph ReAct Function Calling

Analytics Vidhya

The LangGraph ReAct Function-Calling Pattern offers a powerful framework for integrating various tools like search engines, calculators, and APIs with an intelligent language model to create a more interactive and responsive system. This pattern is built upon the Reasoning + Acting (ReAct) approach, which allows a language model to not only reason through queries but […] The post Dynamic AI Workflows Through LangGraph ReAct Function Calling appeared first on Analytics Vidhya.

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CIOs face mounting pressure as AI costs and complexities threaten enterprise value

CIO Business Intelligence

CIOs are under increasing pressure to deliver meaningful returns from generative AI initiatives, yet spiraling costs and complex governance challenges are undermining their efforts, according to Gartner. Despite AI’s potential to transform businesses, many senior technology leaders find themselves wrestling with unpredictable expenses, uneven productivity gains, and growing risks as AI adoption scales, Gartner said.

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How Anthropic’s new ‘computer use’ ability could further AI automation

CIO Business Intelligence

Anthropic’s Claude 3.5 Sonnet large language model has gained a new ability: operating a computer. The new ability, which the company is calling “computer use,” is currently in beta test. It enables developers to instruct Claude 3.5 Sonnet, through the Anthropic API , to read and interpret what’s on the display, type text, move the cursor, click buttons, and switch between windows or applications — much as today’s robotic process automation (RPA) tools can be instructed — much more laboriously

Testing 141
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Agentic Chatbots with AutoGen Studio

Analytics Vidhya

Chatbots have transformed how we interact with technology, offering automated, intelligent conversations. However, building scalable and flexible systems can be challenging. AutoGen simplifies this process with its Programming and Low-code frameworks. Last week we learned how to build agentic chatbots using AutoGen’s Programming framework. Today we are going to use AutoGen Studio, a low-code tool, […] The post Agentic Chatbots with AutoGen Studio appeared first on Analytics Vidhya.

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As AI scales, infrastructure challenges emerge

CIO Business Intelligence

Organizations experimenting with gen AI typically set up enterprise-grade accounts with cloud-based services such as OpenAI’s ChatGPT or Anthropic’s Claude, and early field tests and productivity benefits may inspire them to look for more opportunities to deploy the technology. “Companies use gen AI to produce executive summaries, or to produce marketing content,” says Nick Kramer, leader of applied solutions at SSA & Company, a global consulting firm, and next year, we’ll see increased adop

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Apache HBase online migration to Amazon EMR

AWS Big Data

Apache HBase is an open source, non-relational distributed database developed as part of the Apache Software Foundation’s Hadoop project. HBase can run on Hadoop Distributed File System (HDFS) or Amazon Simple Storage Service (Amazon S3) , and can host very large tables with billions of rows and millions of columns. The followings are some typical use cases for HBase: In an ecommerce scenario, when retrieving detailed product information based on the product ID, HBase can provide a quick and ran

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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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Gartner: 13 AI insights for enterprise IT

CIO Business Intelligence

Artificial intelligence is an early stage technology and the hype around it is palpable, but IT leaders need to take many challenges into consideration before making major commitments for their enterprises. Analysts at this week’s Gartner IT Symposium/Xpo spent tons of time talking about the impact of AI on IT systems and teams. It began with the opening keynote, which asked the question: “The world of Artificial Intelligence is exhilarating and often exhausting, and the pace of innovation can s

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Introducing simplified interaction with the Airflow REST API in Amazon MWAA

AWS Big Data

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a fully managed service that builds upon Apache Airflow, offering its benefits while eliminating the need for you to set up, operate, and maintain the underlying infrastructure, reducing operational overhead while increasing security and resilience. Today, we are excited to announce an enhancement to the Amazon MWAA integration with the Airflow REST API.

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Layoffs, AI demand create mismatched talent market for IT skills

CIO Business Intelligence

Ongoing layoffs in the tech industry and rising demand for AI skills are contributing to a growing mismatch in the IT talent market, which continues to show mixed signals as economic factors and the rise of AI impact budgets and the long-term outlook for IT skills. Since 2022, the tech industry has experienced massive layoffs, as large tech companies have reduced their workforce numbers in response to rising interest rates and emerging generative AI technology.

Marketing 130
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Creating Interactive Dashboards with D3.js

KDnuggets

Learn how to build interactive dashboards where users can interact with data in greater detail, explore trends and patterns dynamically using D3.js.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Ericsson’s return-to-office policy is causing trouble

CIO Business Intelligence

During the pandemic, working from home was the order of the day at Ericsson. But as employees started to return, it was decided two years ago to have a 50 percent attendance in the office — a policy that was never really followed up, according to Jessica Nygren, vice chairman of the Swedish Association of Graduate Engineers’ local branch at Ericsson.

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Simplify your query performance diagnostics in Amazon Redshift with Query profiler

AWS Big Data

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that lets you analyze your data at scale. Amazon Redshift Serverless lets you access and analyze data without the usual configurations of a provisioned data warehouse. Resources are automatically provisioned and data warehouse capacity is intelligently scaled to deliver fast performance for even the most demanding and unpredictable workloads.

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La IA domina las predicciones de Gartner para 2025

CIO Business Intelligence

La inteligencia artificial (IA) sigue dominando el Simposio de TI/Xpo de Gartner de esta semana, así como la lista anual de predicciones de la firma de análisis e investigación. “Está claro que, vayamos donde vayamos, no podemos evitar el impacto de la IA”, dijo a los asistentes Daryl Plummer, distinguido vicepresidente analista, jefe de Investigación y Gartner Fellow.

IoT 124
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Cloudera and Snowflake Partner to Deliver the Most Comprehensive Open Data Lakehouse

Cloudera

In August, we wrote about how in a future where distributed data architectures are inevitable, unifying and managing operational and business metadata is critical to successfully maximizing the value of data, analytics, and AI. One of the most important innovations in data management is open table formats, specifically Apache Iceberg , which fundamentally transforms the way data teams manage operational metadata in the data lake.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Given IBM consulting’s genAI rollout, should CIOs rethink consulting strategies for 2025?

CIO Business Intelligence

When IBM this week introduced its genAI program for consulting, it didn’t reveal any meaningful differentiators when comparing its offerings to what every consulting firm, and enterprise, is already doing with genAI. But it did talk about cost implications, and implied that CIOs would be better off using the vendor’s systems, even with the Big Blue markup.

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Keras vs. JAX: A Comparison

KDnuggets

This comparison analyzes and compares two salient frameworks for architecting deep learning solutions.

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Los CIO recalibran sus estrategias ‘multicloud’ mientras persisten los retos

CIO Business Intelligence

Las estrategias en la nube están experimentando un cambio radical últimamente, y los directores de sistemas de información (CIO, por sus siglas en inglés) están cada vez más decididos a sacar el máximo partido de las nubes múltiples. Pero la gestión de entornos multicloud presenta desafíos únicos , especialmente cuando se trata de la interoperabilidad y los problemas de fluidez de la carga de trabajo en el centro de las estrategias multicloud más deliberadas, en lugar de casuales.

Software 119
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An End-to-End Solution for Actuaries With Dataiku

Dataiku

Actuaries sit at the crossroads of risk, data, and decision making. Every forecast, every model, and every recommendation they make relies on their ability to process and analyze vast, complex datasets. But traditional actuarial methods, while proven, can struggle to keep pace with the ever-increasing scale and sophistication of modern data sources.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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Steps taken to build Sevita’s first enterprise data platform

CIO Business Intelligence

Sevita is dedicated to providing adults, children, and their families innovative services and support designed to lead to growth and independence despite physical, intellectual, or behavioral challenges. With person-centered care, the company works to foster independence, improve quality of life, and promote overall well-being for the individuals they serve.

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How Getir unleashed data democratization using a data mesh architecture with Amazon Redshift

AWS Big Data

This blog post is co-written with Pinar Yasar from Getir. Amazon Redshift is a fully managed cloud data warehouse that’s used by tens of thousands of customers for price-performance, scale, and advanced data analytics. Amazon Redshift enables data warehousing by seamlessly integrating with other data stores and services in the modern data organization through features such as Zero-ETL , data sharing , streaming ingestion , data lake integration , and Redshift ML.

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German Federal Foreign Office uses AI to get personal

CIO Business Intelligence

With about 12,000 employees worldwide, along with offices in Bonn and Berlin and approximately 230 missions, the reach of the German Federal Foreign Office is vast, connecting with citizens abroad, along with other governments and international organizations. But in the modern age, the agency realized that its system of digitally managing citizen requests was outdated.

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Elections in the Time of Generative AI

Analytics Vidhya

Hello, fellow netizens! Have you noticed the hilarious political memes popping up everywhere, lately? You know, the ones where Donald Trump and Kamala Harris are Photoshopped into bizarre scenarios. Or those deepfake videos where they’re saying ridiculous things they’d probably never utter in real life. Welcome to the wild world of elections in the age […] The post Elections in the Time of Generative AI appeared first on Analytics Vidhya.

Analytics 172
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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Mimao mejora la atención al cliente gracias a la integración de sus plataformas digitales

CIO Business Intelligence

En la última década, las ventas de productos relacionados con el sector de la moda han experimentado un crecimiento muy significativo en España a través del canal online. Es más, sólo en 2023, más de 14 millones de personas recurrieron a Internet para comprar ropa, accesorios y calzado, unas cifras que, lejos de remitir, seguirán incrementándose en los próximos años.

Marketing 117
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Los CIO deben convertirse en evangelizadores de las TI

CIO Business Intelligence

Los evangelizadores de la tecnología abundan en el sector de las TI, pero normalmente el término se utiliza para describir una función relacionada con el marketing destinada a promocionar un producto, servicio o tecnología. Estos puestos de cara al exterior se han creado para educar a usuarios y empresas sobre las ofertas de una empresa e inspirar a esos clientes potenciales para que las adopten.

Software 115
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Cyber trailblazers breaking barriers: Insights from women cybersecurity leaders at Gitex 2024

CIO Business Intelligence

By 2025, women are expected to comprise 30% of the global cybersecurity workforce, with projections rising to 35% by 2031. While this represents notable progress, discussions at Gitex 2024 underscored that the journey toward gender parity is far from complete. One solution emphasized during the event was the critical role of mentorship and supportive networks in empowering women within cybersecurity.

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Bankinter agiliza la gestión de recibos mediante inteligencia artificial

CIO Business Intelligence

Bankinter da un paso adelante en la implantación de la inteligencia artificial (IA) en su operativa. La entidad financiera ha estrenado una nueva herramienta para administrar los recibos que permite al cliente búsquedas más precisas mediante procesamiento del lenguaje natural, lo que facilita resultados más rápidos y personalizados. Con esta iniciativa, el banco se sitúa como el primero del sector en aplicar la IA basada en el lenguaje natural en la gestión de recibos en sintonía con su ADN inno

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.